Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00710_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00712_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00716_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00717_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00718_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00719_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00720_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00721_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- compact_uint16/manifests/legacy_aux_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -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 **
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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 **4377 条**(动态 UAV RF 实体 3308 条,历史辅助 1069 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
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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 **
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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 **4377 条**(动态 UAV RF 实体 3308 条,历史辅助 1069 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_00710_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 145474653
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00712_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 99111872
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00716_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00717_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:4898fd13d5a1d8c01ea15cd4784254e7bb429e6eeb25b5d7e623850c0c3e3c4c
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size 160751308
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00718_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:210765970fe8f84170f589e6410897706dc0e5d94bc8af58b82d261f44e183a0
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size 171372908
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00719_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 98935686
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00720_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 131936496
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00721_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T05:07:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples":
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston": 1641
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},
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"unique_physical_groups":
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"total_tar_bytes":
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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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{
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"updated_shanghai": "2026-11-01T05:07:22.352339+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4377,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 1069,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1984,
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"houston": 1641
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},
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"unique_physical_groups": 4375,
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"total_tar_bytes": 794262585085,
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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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compact_uint16/manifests/legacy_aux_train.jsonl
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{"record_id": "data_v5/chicago_region_00704_bs_uav_episode_000", "sample_id": "chicago_region_00704_bs_uav_episode_000", "scene_id": "chicago_region_00704", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "8fbabfc9291bd5ccaad20b63f9ae9fc203e7bbaf294eb4d3a3fd362c604b90bd", "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_00704_bs_uav_episode_000.tar.gz", "sha256": "b5bd537f1e3c04b1d14d586fd0a5b4e5abc0ee2340b034f8af5c874cb5ee371b", "bytes": 133133098, "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": "2026-11-01T02:40:53.755365+08:00", "export_seconds": 35.18, "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_00704_bs_uav_episode_000.tar", "source_float32_sha256": "a93c77c18435e15c8376a265d54b86974102caf5662eef5f18631b5c0f74a920", "source_float32_bytes": 130078720, "source_float32_packaged_shanghai": "2026-11-01T02:40:00.708681+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": 424052999, "source_tar_bytes": 130078720, "conversion_and_verification_seconds": 21.194}}
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{"record_id": "data_v5/chicago_region_00705_bs_uav_episode_000", "sample_id": "chicago_region_00705_bs_uav_episode_000", "scene_id": "chicago_region_00705", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "54e31ac57ff3d5314747e0cdb569bb5f30917173371ebe1501f8a99c24f323ad", "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_00705_bs_uav_episode_000.tar.gz", "sha256": "2c3bae29c438650b77dbcbbbac8c6371c97896bb54df619964fd881e41aacca9", "bytes": 179274154, "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": "2026-11-01T02:41:40.007749+08:00", "export_seconds": 40.729, "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_00705_bs_uav_episode_000.tar", "source_float32_sha256": "601b849c05e8166b0bee9b1ce5731c7a408d62b725481ee30c322f0b7f745e3f", "source_float32_bytes": 211855360, "source_float32_packaged_shanghai": "2026-11-01T02:40:58.743678+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": 424290623, "source_tar_bytes": 211855360, "conversion_and_verification_seconds": 23.617}}
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{"record_id": "data_v5/chicago_region_00706_bs_uav_episode_000", "sample_id": "chicago_region_00706_bs_uav_episode_000", "scene_id": "chicago_region_00706", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "4e099325df253578637c6069c1bc49a6ec2499c1aa55ea1ca482af9751758e7d", "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_00706_bs_uav_episode_000.tar.gz", "sha256": "7349a5bf987ec6c1e2202054bda6b00d0a45e5a8690e7930e886c8cd4a4c934a", "bytes": 133384420, "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": "2026-11-01T02:41:36.388653+08:00", "export_seconds": 37.11, "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_00706_bs_uav_episode_000.tar", "source_float32_sha256": "562ecd41cb11891bfa9d0422493a883d3bb22fe7cbe35c71084dbc7cf2c50b43", "source_float32_bytes": 139530240, "source_float32_packaged_shanghai": "2026-11-01T02:40:54.393795+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": 420660936, "source_tar_bytes": 139530240, "conversion_and_verification_seconds": 23.204}}
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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}}
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| 1069 |
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compact_uint16/manifests/train.jsonl
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| 1058 |
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| 1059 |
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| 1060 |
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| 1061 |
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| 1062 |
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| 1063 |
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| 1058 |
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