diff --git a/.gitattributes b/.gitattributes
index 2f275359c07a6d0bc31395da66367c0db083c708..bb8d6024929c3ee5b16441fdc1ef3598151ce943 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -22884,3 +22884,34 @@ ReInterHand/shared-v1.0/data/m--20221110--1033--TQH976--pilot--ProjectGoliathScr
 ReInterHand/shared-v1.0/data/m--20221110--1033--TQH976--pilot--ProjectGoliathScript--Hands--two-hands__envmap_per_segment__120092__123277/400985/annotation/segment/mask.mkv filter=lfs diff=lfs merge=lfs -text
 OakInk-v2/shared-v1.0/data/scene_02__A004++seq__9cf448429878c58036ef__2023-05-07-18-47-31/104422070904/observation/rgb.mkv filter=lfs diff=lfs merge=lfs -text
 OakInk-v2/shared-v1.0/data/scene_02__A004++seq__9cf448429878c58036ef__2023-05-07-18-47-31/104422070969/observation/rgb.mkv filter=lfs diff=lfs merge=lfs -text
+EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/annotation/segment/mask.mkv filter=lfs diff=lfs merge=lfs -text
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fd2da7c03da77027063ff56fcc780aecac0ae42
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/encoding_validation.json
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+          "a2258fad599c7738ed6d4577f62984437c158ab32c43022b4284a7151a50fee0"
+        ],
+        "decode_verify_seconds": 1.1444291649995648,
+        "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/train_1440x1080_000015/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_1440x1080_000015/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d31dc2667720114ffac4ddbea671dfe6b330192
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000015",
+  "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": [
+      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",
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+          "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": [
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+              28,
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+              5,
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+            "libswresample": [
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+              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_1440x1080_000015/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/observation/rgb.mkv
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+size 21548414
diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000015/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d64217547c8a70782e56ce47671cd00d73a4218
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/encoding_validation.json
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+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+          "416180c2ff9a758cc7f229b5ecc1099ae0b8d8b10a3a64c4ebf9507c460c49c5",
+          "4964cac7242c41006c32b4ce5c1de11b7fe3705992236a19e33a4fbb05c947be",
+          "f6e70f8448d40d3523f9b2bcf80703a612fddb02587e66401aa10986a0a93fb9",
+          "6fc4369f2ed24283374636c51aed5456005684927a06891b219eec8a8be16a10",
+          "c15b0b30dc9f9ec6c0f8945c3bdd1341bf8f5a1255b4e9a360b960db12ea6f86"
+        ],
+        "decode_verify_seconds": 1.091639261000637,
+        "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/train_1440x1080_000016/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_1440x1080_000016/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..a16e1e9c7abb23a4c9b0c31743dad6f7fe9ce850
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000016",
+  "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": [
+      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/train_1440x1080_000016/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..4dac2be06b08db884d6dbc17d820da4d98b554e5
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6a9b2e6fd07622cf0401faa3021b0b45b6154fe8acb21b535f75ffafbc33e1a
+size 22050412
diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000016/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_1440x1080_000017/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..c70208eb510d83ab6a71b9518948cb1ed6b73556
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/encoding_validation.json
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+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+          "fe18c44b0de275be0fde61bdc535efd7888802c7ad537f73552d51889f6094bb",
+          "3ac2203c2a0639fd98a5cfe3933490f0f8866a957b778f91b60bab590ef37346",
+          "ac4206776d2f7981fa26d82e4a2d5cb95b7632391fad4431341ec190f4dd263c",
+          "797f0c453092cb54c2e8dfd42fc049db119b9d1651abbe369e9de24becc78bb4",
+          "961f18660f938afffa009ab1af5483a069ba49c7108a1759205719f6568c3be9",
+          "ce78fb8e2930dbd0c857b0e00f28ea2f855a1f92da3e5cda051ef63b0f7768a9"
+        ],
+        "decode_verify_seconds": 1.1374045610000394,
+        "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/train_1440x1080_000017/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_1440x1080_000017/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..56aff5eceeb90edb762233edf3f1e750b6a9fe4a
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000017",
+  "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": [
+      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/train_1440x1080_000017/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..412834932efd8d7055eb883feb4070fa29876df8
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c051fee51b892bcb00b13574638dfc2ed516bcd6b98a2ffc522a28b28196da8
+size 20664971
diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000017/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_1440x1080_000018/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..272c19083f6483908be417d3c15ae3e7ad988e63
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+        ],
+        "decode_verify_seconds": 1.1233231249998425,
+        "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/train_1440x1080_000018/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_1440x1080_000018/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..00e53c4f711e81e53a5dca280891881f1cb89266
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000018",
+  "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": [
+      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/train_1440x1080_000018/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..44f8bb7a2161fd6c509e1876b962c311f917438b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff2cbe3e65c009c5831e3947d40bdc9e5366287b36d45284adf95973eb890d8
+size 19342073
diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000018/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_1440x1080_000019/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..f29afa706c2b11f6cba2cacef540877d067f0936
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/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": 2214972,
+        "encode_seconds": 1.0956657999995514,
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+        ],
+        "decode_verify_seconds": 1.146265379000397,
+        "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/train_1440x1080_000019/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_1440x1080_000019/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f222010d6658a7b3e7e6445a84595bd81599397
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000019/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000019",
+  "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": [
+      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"
+    }
+  },
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffdbd63a2fd00dbd78211a31d540baedebb64f58
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000020/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": 2214098,
+        "encode_seconds": 1.1242434790001425,
+        "frames": 128,
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+        ],
+        "decode_verify_seconds": 1.148539764000816,
+        "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/train_1440x1080_000020/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_1440x1080_000020/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..7931cb7d1acf3a4425ed7a982b3a1861614f52ea
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000020",
+  "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": [
+      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"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000020/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..21c0fddbc0b4c4eebc37e37eb59d984dfd26f18a
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
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+        ],
+        "decode_verify_seconds": 1.164796412999749,
+        "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/train_1440x1080_000021/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_1440x1080_000021/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..c17fac42b48863e630b057b1f8db6a5c759fd159
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000021/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000021",
+  "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": [
+      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"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dce4899ec987de8fba60b3d7bdc3a450f62703f
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 1.1717575490001764,
+        "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/train_1440x1080_000022/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_1440x1080_000022/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..66427725090f3366d513b3119452b1b2002ac16e
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000022/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000022",
+  "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": [
+      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",
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diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..779d2c9dd9abe6fef61e1887594c4da59cf90848
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/encoding_validation.json
@@ -0,0 +1,82 @@
+{
+  "rgb": {
+    "selected": "copy",
+    "candidates": [
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+        "bytes": 1165266,
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+        "all_decoded_frames_exact": true,
+        "ordered_decoded_sha256": [
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+          "f35f087214c05441dbe05314167249599c21b60c48c297855a7ea9bf201240c4"
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+        "packet_count": 5,
+        "ordered_packet_sha256": [
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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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+        "bytes": 85529,
+        "encode_seconds": 0.15795881300073233,
+        "frames": 5,
+        "all_decoded_frames_exact": true,
+        "ordered_decoded_sha256": [
+          "c0da5d5f02a6b1e2b48bbe942a22b0d40d618348d97066184667a5a630cd395c",
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+        "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/train_1440x1080_000023/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_1440x1080_000023/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5a0c1a7d074435816dcb0926e364e3e2d190e3e
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000023",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 5,
+  "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": [
+      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": {
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+          "version": "18.1.0",
+          "libraries": {
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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
+        }
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+    },
+    "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": [
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+              28,
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+              5,
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+              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_1440x1080_000023/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/observation/rgb.mkv
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--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/observation/rgb.mkv
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+size 1165266
diff --git a/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c4c0b3f27d43a34a214a725dfb050fc01f001b8c
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1440x1080_000023/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/annotation/segment/instances.jsonl
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index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..20fe662daa93e1ce05e404782d829dab02494f44
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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",
+        "bytes": 2875079,
+        "encode_seconds": 1.476748549000149,
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+        ],
+        "decode_verify_seconds": 1.5841916580002362,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_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_1920x1080_000000/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000000/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2c6c943850931ec794e96ff57f9f8349c7246c5
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_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": [
+      1920,
+      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": [
+          1920,
+          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": [
+          1920,
+          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"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b6319f17f5525dbc309214e1d736c9fb7b998b2
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 1.554638339000121,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_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_1920x1080_000001/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ebfc43a11f5d296d7dabd7024221795b3ab317c
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_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": [
+      1920,
+      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": [
+          1920,
+          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": [
+          1920,
+          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": [
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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_1920x1080_000001/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/observation/rgb.mkv
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--- /dev/null
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@@ -0,0 +1,3 @@
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+size 22372794
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000001/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
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+size 1719
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/annotation/segment/instances.jsonl
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index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..53e7e5e566d69a4ca5db74f6a21625f8aa6bdf05
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 1.5470359310002095,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_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_1920x1080_000002/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..586fbfc13bdb0b6cfd1c661a93edc6ed43c14459
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_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": [
+      1920,
+      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": [
+          1920,
+          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": [
+          1920,
+          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"
+  }
+}
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000002/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3f69b39e53a335f1a23aef5c9870d1e5a63513e
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 1.534598836999976,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_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_1920x1080_000003/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef25b0c343895cebb040235d31f551c52c9669dd
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_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": [
+      1920,
+      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": [
+          1920,
+          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": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
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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_1920x1080_000003/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/observation/rgb.mkv
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@@ -0,0 +1,3 @@
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+size 27443974
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000003/ego/observation/rgb_valid.pt
new file mode 100644
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--- /dev/null
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/annotation/segment/instances.jsonl
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index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..76437cf83b4772bd57f4a3ad7d44ff5fd95eeb44
--- /dev/null
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+          "2a550a29f4378901aade7a5b0d9cdf96adb0a0b25b5b3e7dd8c766f40abf9df8",
+          "7285a5140d8f405adec9bf008292a8d7d828e8a20a893f6a687c573200c204de",
+          "f72e8cc280bf2335395fd5e1e53c9c95d09e3ecb347b246f25ec8fd418558ab1",
+          "a5bde4a4a1ec7b7903d5046b1744c0a3e6a1433e7fcaef8ac04e4168d00aaebf",
+          "bb1c8ccfcc80faf83a57f93f63e5b013a067c77eb3cf883bf43d6464458399cb",
+          "dc25ac48371f0def3e6d201a9de4b9a9d3b85e8591d689776b14831d4fffa332",
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+          "05cce2b3c2b68f7e7ca654f3c0d2b482747dbb4e776c36b73e8a7df4cde52778"
+        ],
+        "decode_verify_seconds": 1.5500592910002524,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_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_1920x1080_000004/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6d63a10a8bea22a6889479f2212fec0688ebd92
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_000004",
+  "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": [
+      1920,
+      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": [
+          1920,
+          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": [
+          1920,
+          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/train_1920x1080_000004/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..f55de19fd50780d3657368105d1cbabf95e1a382
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e23e519b47f69b41df47cefb09f6ea6cd0205a5a87ccb61d223eafdebf9891cd
+size 18872235
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000004/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_1920x1080_000005/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/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}}]}
+{"frame_index": 2, "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": 3, "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_1920x1080_000005/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..b816f35bfb38c3b1723616512f5fff51518d57a8
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/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": 1.5430251600000702,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_000005/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_1920x1080_000005/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..7aaeff3d6875c7259bff0a1c136a3b3f6e2a4419
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1920x1080_000005",
+  "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": [
+      1920,
+      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": [
+          1920,
+          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
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+            "libavformat": [
+              62,
+              12,
+              102
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+            "libavdevice": [
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+              3,
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+            "libavfilter": [
+              11,
+              14,
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+            "libswscale": [
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+              5,
+              102
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+            "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": [
+          1920,
+          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/train_1920x1080_000005/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..d6137fd93e86a83513aa8eb714b8d5e7eaa24efb
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f55a0d909f43e486a522c4d3b6aa1b2e026408d2a77c291347675d51158cffc1
+size 20360102
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000005/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_1920x1080_000006/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/annotation/segment/instances.jsonl
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index 0000000000000000000000000000000000000000..7107984bdc1c1e76598ed13eda3a71f8d5e65009
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,39 @@
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diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/encoding_validation.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f6557fd45cfbc69dd9043b4fba4cf773f4918ae
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/encoding_validation.json
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+        "command": [
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+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1920x1080_000006/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
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+  }
+}
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/metainfo.json b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9b938ff3dc717f6d705bac32d61d49190b1e084
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_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_1920x1080_000006",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 39,
+  "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": [
+      1920,
+      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": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
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+              26,
+              102
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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": [
+          1920,
+          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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+            "libavformat": [
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+              5,
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+            "libswresample": [
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+              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_1920x1080_000006/ego/observation/rgb.mkv b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/observation/rgb.mkv
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--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/observation/rgb.mkv
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+size 5965491
diff --git a/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..390cdfbbea7e252610ee0a5ff993e97246d647aa
--- /dev/null
+++ b/EgoHOS/shared-v1.0/data/train_1920x1080_000006/ego/observation/rgb_valid.pt
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