DaftJun commited on
Commit
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Add 8 synchronized three-view uint16 NumPy training samples

Browse files
README.md CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4241 条**(动态 UAV RF 实体 3308 条,历史辅助 933 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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14
 
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  # Low-altitude RF world-model training data
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4249 条**(动态 UAV RF 实体 3308 条,历史辅助 941 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/README.md CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4241 条**(动态 UAV RF 实体 3308 条,历史辅助 933 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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  # Low-altitude RF world-model training data
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4249 条**(动态 UAV RF 实体 3308 条,历史辅助 941 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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  完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00455_bs_uav_episode_000.tar.gz ADDED
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00471_bs_uav_episode_000.tar.gz ADDED
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00474_bs_uav_episode_000.tar.gz ADDED
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compact_uint16/dataset_summary.json CHANGED
@@ -1,17 +1,17 @@
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  {
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- "updated_shanghai": "2026-11-01T05:02:33.295130+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 4241,
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  "dynamic_rf_samples": 3308,
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- "legacy_auxiliary_samples": 933,
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  "counts_by_city": {
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  "boston": 752,
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- "chicago": 1848,
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  "houston": 1641
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  },
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- "unique_physical_groups": 4239,
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- "total_tar_bytes": 776810051742,
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  "split": "train",
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  "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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  "edition": "uint16",
 
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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+ "complete_samples": 4249,
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  "dynamic_rf_samples": 3308,
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+ "legacy_auxiliary_samples": 941,
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  "counts_by_city": {
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  "boston": 752,
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+ "chicago": 1856,
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  "houston": 1641
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  },
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+ "unique_physical_groups": 4247,
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+ "total_tar_bytes": 777934839376,
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  "split": "train",
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  "rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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  "edition": "uint16",
compact_uint16/manifests/legacy_aux_train.jsonl CHANGED
@@ -930,4 +930,12 @@
930
  {"record_id": "data_v5/chicago_region_00452_bs_uav_episode_000", "sample_id": "chicago_region_00452_bs_uav_episode_000", "scene_id": "chicago_region_00452", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "6a0da1454ca073a2ce8e0232b63f2fdc6becd120555515779a99e3bf10ff7692", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00452_bs_uav_episode_000.tar.gz", "sha256": "24f7cb0c1672b5e70c72ab35593bb090c9d0dc3a688936d6fe61e6b3d1ee55fe", "bytes": 145647820, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:18:39.691282+08:00", "export_seconds": 37.998, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00452_bs_uav_episode_000.tar", "source_float32_sha256": "dcb359242c0f4aa00fcc6050d084f14d066ef03b360a8ee86573c3c63b57d883", "source_float32_bytes": 161546240, "source_float32_packaged_shanghai": "2026-11-01T02:17:36.269623+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423376928, "source_tar_bytes": 161546240, "conversion_and_verification_seconds": 22.622}}
931
  {"record_id": "data_v5/chicago_region_00453_bs_uav_episode_000", "sample_id": "chicago_region_00453_bs_uav_episode_000", "scene_id": "chicago_region_00453", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "1d9678860e8c03b50505ae6ea3eedaa93370003afb2d53da523dc15c26bfdc9f", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00453_bs_uav_episode_000.tar.gz", "sha256": "50c32950975046b245bfa192a364e3c04862bde5fb6cbdc0ed0eec28998b58a9", "bytes": 122669681, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:18:37.819777+08:00", "export_seconds": 36.126, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00453_bs_uav_episode_000.tar", "source_float32_sha256": "ed3798ba3c036ebc3054ce5ac5b37777a4007542070bee5ba3e67a4dd4586cb9", "source_float32_bytes": 124385280, "source_float32_packaged_shanghai": "2026-11-01T02:17:35.345849+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 409192384, "source_tar_bytes": 124385280, "conversion_and_verification_seconds": 21.922}}
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  {"record_id": "data_v5/houston_region_00020_bs_uav_episode_000", "sample_id": "houston_region_00020_bs_uav_episode_000", "scene_id": "houston_region_00020", "source_version": "data_v5", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8fb5bf15ff0c932358911d6f0ba9eebf55056ad29745a9277a50c8b54a9d8d1c", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar.gz", "sha256": "b8eedf818ddce54acb7e9056bcb9599d5a99e841b00947c400eb04723ace89a6", "bytes": 119449811, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T00:53:35.555885+08:00", "export_seconds": 32.649, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar", "source_float32_sha256": "602ff6fc1a6c0b01bec995812d17a7c64ea95909228d1b071a9dcdd4d4cc98d2", "source_float32_bytes": 122234880, "source_float32_packaged_shanghai": "2026-11-01T00:52:33.751361+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417648383, "source_tar_bytes": 122234880, "conversion_and_verification_seconds": 19.247}}
 
930
  {"record_id": "data_v5/chicago_region_00452_bs_uav_episode_000", "sample_id": "chicago_region_00452_bs_uav_episode_000", "scene_id": "chicago_region_00452", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "6a0da1454ca073a2ce8e0232b63f2fdc6becd120555515779a99e3bf10ff7692", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00452_bs_uav_episode_000.tar.gz", "sha256": "24f7cb0c1672b5e70c72ab35593bb090c9d0dc3a688936d6fe61e6b3d1ee55fe", "bytes": 145647820, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:18:39.691282+08:00", "export_seconds": 37.998, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00452_bs_uav_episode_000.tar", "source_float32_sha256": "dcb359242c0f4aa00fcc6050d084f14d066ef03b360a8ee86573c3c63b57d883", "source_float32_bytes": 161546240, "source_float32_packaged_shanghai": "2026-11-01T02:17:36.269623+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423376928, "source_tar_bytes": 161546240, "conversion_and_verification_seconds": 22.622}}
931
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compact_uint16/manifests/train.jsonl CHANGED
@@ -930,6 +930,14 @@
930
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931
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932
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933
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934
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935
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930
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