diff --git a/.gitattributes b/.gitattributes
index cf98bde89684138c5125308aad29398b020cf886..ba417c8908581f6b01eb0f8a8ed63022b2516c56 100644
--- a/.gitattributes
+++ b/.gitattributes
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 OakInk-v2/shared-v1.0/data/scene_02__A004++seq__a6a05580601fe76cb729__2023-04-26-20-32-59/104422070969/observation/rgb.mkv filter=lfs diff=lfs merge=lfs -text
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..350e064706aa82cd8c99657d48ce5252d63847b6
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 0.09310474999983853,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000006/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ee843e6b7be9d38989c1104ea99e323c9933b08
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000006",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
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+        "timebase_role": "index_only",
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+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
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+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
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+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
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+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
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+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
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+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000006/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d184c60098a324dc9c40c83d5f5b63467f1629b
--- /dev/null
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+          "3fc0e2c1e82bd217e6d52ba138142a1935b7ab9d772280318c9b421923637184"
+        ],
+        "decode_verify_seconds": 0.11190969300059805,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000007/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a6bd158f8a4746ecbfa27c0b633f0f88a82c0db
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000007",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..f23f246fed09638c41c0ccd28ce0e6f546118269
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f868ccad7ec38695bd8c0924fef8481c7cba361d81a81f6ca6a2d6539e2db94
+size 2256925
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000007/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..c508083184f2a66e5ee48a966043d97215a468a9
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
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+        ],
+        "decode_verify_seconds": 0.09498429099949135,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000008/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab4485ca929876b4ddbaa41f2f6baf65568c3fe4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000008",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
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+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..cc0ba62ef40fffc6f984c72935a1054eb7c9a6f7
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bc31a4dc866a0974c8d41915f27f570a0f467bc2576db2e0060def373b70723
+size 2267251
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000008/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f8d1e88141ab0a4ed2fcc26d070a8a5d2b857bc
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 0.09452735499962728,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000009/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec8bbb95b603728eb6537a0d35d7f03569acc3e2
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000009",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
+              62,
+              28,
+              102
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+            "libavformat": [
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+              12,
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+            "libavdevice": [
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+              3,
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+            "libavfilter": [
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+              5,
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+            "libswresample": [
+              6,
+              3,
+              102
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+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/observation/rgb.mkv
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+size 1635191
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000009/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..94bb3042632276eef89a6a2a2daaae12bdc0596a
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 0.0862293239997598,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000010/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce30e86851265c3a6369e672c0c109d9aacb5f64
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000010",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
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+              60,
+              26,
+              102
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+              3,
+              102
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+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
+              62,
+              28,
+              102
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+              62,
+              12,
+              102
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+              3,
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+              5,
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+            ],
+            "libswresample": [
+              6,
+              3,
+              102
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+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000010/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bc64d14c884ceb551bc00dcb5820cb959012320
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/encoding_validation.json
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+          "13e387f90c8a0133b7e656729707f2eea972d45171a4a0182c49a4b6387744d0"
+        ],
+        "decode_verify_seconds": 0.10213819199998397,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000011/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d0354efe6acae83b4d5fe7d176ea0b3a8892b47
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000011",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..281948f9b86e7b42146f4f313494395c730e63e6
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03a97130f5e8ac979e695eac730123e4e00739ac3deb097679fccdc8bb354323
+size 2781369
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000011/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
+{"frame_index": 1, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..072ef10599d8b8e383d2317e0ddb46451886ebcd
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/encoding_validation.json
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+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
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+        ],
+        "decode_verify_seconds": 0.0937128429995937,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000012/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..66de578c13ead3627000cdeef44e2dbae5a49771
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000012",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
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+              3,
+              102
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+            "libavfilter": [
+              11,
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+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..9c87b4c5521c96781acb565e4389f834aee3b7a3
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12228d63cd8222bf8f6875dc25087bd9cd964436c8f71f35469df7900095e875
+size 2427232
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000012/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..826121beb7917626aeec21c4be662f25fcc4636d
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,20 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..13b6cbacd3b68c0e1311782dd3d4f49e248ed7be
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/encoding_validation.json
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+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "456x256",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_456x256_000013/ego/annotation/segment/mask.ffv1.mkv"
+        ]
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+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..d374a4b594a4519366bc76bdba3d764fac3ff22e
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_456x256_000013",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 20,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      456,
+      256
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
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+              26,
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+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          456,
+          256
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
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+              28,
+              102
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+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb.mkv
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+++ b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb.mkv
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+size 418466
diff --git a/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3497f63543e8e497e4430589fadbf959509a6880
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_456x256_000013/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/annotation/segment/instances.jsonl
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index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
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+++ b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3959fb95ed30a02fbb7e51ba4bcd3e2e73b7b57
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
+        "encoder": "ffv1",
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+        ],
+        "decode_verify_seconds": 0.2351710209995872,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "640x480",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_640x480_000000/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..8143a22bb0c1f068becaabae3afe7ff7703dc63d
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_640x480_000000",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      640,
+      480
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
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+            "libavfilter": [
+              11,
+              14,
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+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..c24b182a04737261450b42dece75e89c8d6d7591
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f1454213ddd64b437b504bb90614dc4d7a74e5aac8f8b12df85771ded82ac86
+size 5072779
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000000/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..f850c544f2fc21171f0159854ef9342295000b5d
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
+        "encoder": "ffv1",
+        "bytes": 470312,
+        "encode_seconds": 0.2152900529999897,
+        "frames": 128,
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+        ],
+        "decode_verify_seconds": 0.22430892400006996,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "640x480",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_640x480_000001/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..dec8ff948da425c57d9047445b021ab40ada9103
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000001/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_640x480_000001",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      640,
+      480
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef191522f05bcf2ed383a6d0fca892891cd44359
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/encoding_validation.json
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+          "15fd589940f5fedcfbaaff2ee07581a5399448851f07e951b72baad20945f57b"
+        ],
+        "decode_verify_seconds": 0.23596435299987206,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "640x480",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_640x480_000002/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..88059cf0799a8dd0d7501401e3b481147f0eff36
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_640x480_000002",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      640,
+      480
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
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+              26,
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+              3,
+              102
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+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
+              62,
+              28,
+              102
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+            "libavformat": [
+              62,
+              12,
+              102
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+              3,
+              102
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+            "libavfilter": [
+              11,
+              14,
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+              5,
+              102
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+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/observation/rgb.mkv
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_640x480_000002/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f7160aa7d3e2e99909107fa3d0f3ffdc9132aad
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+        ],
+        "decode_verify_seconds": 0.229953721000129,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "640x480",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_640x480_000003/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e844028a1e10ea6bd8166244a356fd36ee6d879
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_640x480_000003",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      640,
+      480
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..94f87f99195d9e0d164dd3e3a1f6b3349a69f59e
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcb77519af47932effbb7cac4d75e481dc8fbdadc052137f22d7ee994608454d
+size 5338131
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000003/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32afd16dc52af53e6e28a88d2e4ae930070045f5
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,125 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0d208ef50aab0c5f76cdbb334f5d3e05d8b233a
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/encoding_validation.json
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+          "2c560c586695a1bc85d19497caa92e5d3a97641d70182e21c09f5112659dd6cc",
+          "5f6f41a62d717bfab959fb3b30c4b5d6b5a809f513b670e032bcfe51b65e627a"
+        ],
+        "decode_verify_seconds": 0.21634689300026366,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "640x480",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_640x480_000004/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..03cd5564d778994b5b85df09f253b45afa2f71d3
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_640x480_000004",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 125,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      640,
+      480
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          640,
+          480
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..5599fa35f8581140cc18ba0d8220dfefd6d9ce77
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9db26aeae537ec46a955bdb4e16e19250768f3334a938a7051635db55141c66
+size 5392324
diff --git a/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..30aff63805277bc1744c52624f86b52bc99876a2
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_640x480_000004/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb9fce87a0f2d773ceb3033a2c0cc4194044f589c3dc690945e3460e8bb9c05
+size 1655
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e3f4755d308168693e213ed8879f81f7ff566ab
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/encoding_validation.json
@@ -0,0 +1,451 @@
+{
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+        ],
+        "decode_verify_seconds": 1.1599767259995133,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/val_1440x1080_000000/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/metainfo.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b206110cc543fdf572ceec1ac17bcdda9c000aa
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "val_1440x1080_000000",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "val",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
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+            "libavfilter": [
+              11,
+              14,
+              102
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+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..d0958a0ed555024890debc6dbdfe226eddca0246
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3449a47c039c70b72736e46fbe1c28dc0c97fed9c453d3c2a4f4f75ed2606bc0
+size 21983437
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000000/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..e40fd808edce9e7e4b69bef7787cec2478cc9392
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+        ],
+        "decode_verify_seconds": 1.189101273000233,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/val_1440x1080_000001/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/metainfo.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..e65b5bb42179b6ef31fbeb623d8deab82db31cef
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "val_1440x1080_000001",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "val",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
+              62,
+              28,
+              102
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+              3,
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+            "libavfilter": [
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+              5,
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+            "libswresample": [
+              6,
+              3,
+              102
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+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/observation/rgb.mkv
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+size 22790923
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/val_1440x1080_000001/ego/observation/rgb_valid.pt
new file mode 100644
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diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca14a5bb6fa55149208882d06719d79a3000dfd4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/encoding_validation.json
@@ -0,0 +1,412 @@
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+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
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+        ],
+        "decode_verify_seconds": 1.0818229979995522,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/val_1440x1080_000002/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/metainfo.json b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..aaab7c5c43584c25cc130c6710f27223e23629dd
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "val_1440x1080_000002",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 115,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "val",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..74c47cddd51d554c81e838c37367a13df09e1d17
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0221b3a1ad5df6740ad130b1025e671f8212d89c6667e0b593d1195b197034e
+size 21141409
diff --git a/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ac219b47b79c87f38605dd9a6a1980b361db19fb
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/val_1440x1080_000002/ego/observation/rgb_valid.pt
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