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_00244_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00250_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00251_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00252_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00253_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00256_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00258_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00263_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 **4137 条**(动态 UAV RF 实体 3308 条,历史辅助 829 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 **4137 条**(动态 UAV RF 实体 3308 条,历史辅助 829 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_00244_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 151640608
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00250_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 121324730
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00251_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_00252_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 107982977
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00253_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_00256_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_00258_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_00263_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": "2026-11-01T04:57:
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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": "2026-11-01T04:57:37.098516+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4137,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 829,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1744,
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"houston": 1641
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},
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"unique_physical_groups": 4135,
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"total_tar_bytes": 763467263758,
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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_00234_bs_uav_episode_000", "sample_id": "chicago_region_00234_bs_uav_episode_000", "scene_id": "chicago_region_00234", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "01c4b874c82d0a22c5d08aa6abfd89b350cbc1c3475fcef129971675b1d9905a", "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_00234_bs_uav_episode_000.tar.gz", "sha256": "21cef51cba43e206ac4f135afacb13a8770b7bf16458b20b8bda3bb9246d5677", "bytes": 121737308, "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": "2026-11-01T01:51:35.238425+08:00", "export_seconds": 37.004, "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_00234_bs_uav_episode_000.tar", "source_float32_sha256": "1ed4cb5bf3e3b2f2737c23b60f8534459c18314eab855654b4076b1a7fa030f8", "source_float32_bytes": 131215360, "source_float32_packaged_shanghai": "2026-11-01T01:50:37.116144+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": 423034886, "source_tar_bytes": 131215360, "conversion_and_verification_seconds": 20.454}}
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{"record_id": "data_v5/chicago_region_00235_bs_uav_episode_000", "sample_id": "chicago_region_00235_bs_uav_episode_000", "scene_id": "chicago_region_00235", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "6e4f58f5589c93aa63a98753a52d37cb0369f917ccc01c909b7ceaf034ca8dd4", "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_00235_bs_uav_episode_000.tar.gz", "sha256": "742fa43e5f2ecd73bf39af29bc9f48c7c6991f8dcf9955159eb81fdf1dcedbc4", "bytes": 95788693, "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": "2026-11-01T01:52:08.029947+08:00", "export_seconds": 29.686, "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_00235_bs_uav_episode_000.tar", "source_float32_sha256": "43c36477f94f53e1b6c65c0bd95707f15d33f73e0679145f38f9bfb12c4c179b", "source_float32_bytes": 116019200, "source_float32_packaged_shanghai": "2026-11-01T01:51:26.147158+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": 421693066, "source_tar_bytes": 116019200, "conversion_and_verification_seconds": 18.651}}
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{"record_id": "data_v5/chicago_region_00241_bs_uav_episode_000", "sample_id": "chicago_region_00241_bs_uav_episode_000", "scene_id": "chicago_region_00241", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "1c4831c192328547f81791fc8d4a5f2b442c6de368b872d98fb74d964001eef4", "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_00241_bs_uav_episode_000.tar.gz", "sha256": "4008abb86a38cd3025d531d12b62de61a94026d89548282a0dc42d55b0863807", "bytes": 161791325, "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": "2026-11-01T01:52:25.561668+08:00", "export_seconds": 35.741, "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_00241_bs_uav_episode_000.tar", "source_float32_sha256": "9c97056f3dcc7606cfc0b7d3c007747beb08da5158e5a9eb6595530987142b97", "source_float32_bytes": 143718400, "source_float32_packaged_shanghai": "2026-11-01T01:51:44.187287+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": 421699883, "source_tar_bytes": 143718400, "conversion_and_verification_seconds": 19.142}}
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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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compact_uint16/manifests/train.jsonl
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| 818 |
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| 819 |
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| 821 |
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| 822 |
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| 823 |
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| 818 |
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