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_00876_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00877_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00878_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00880_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00881_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00882_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00883_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00884_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 **4457 条**(动态 UAV RF 实体 3308 条,历史辅助 1149 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 **4457 条**(动态 UAV RF 实体 3308 条,历史辅助 1149 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_00876_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 106666831
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00877_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 140855819
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00878_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 103464011
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00880_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:69dd2c569ace71ff42b133ddc0bdd6fbfcf6f28b8a6ae9cd3a173caade4afa44
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size 122551237
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00881_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 127464404
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00882_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 163512458
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00883_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:b38908661d133958f6d2f716d9307f602fcf4a872beffdca04cec010b26e3e45
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size 166367377
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00884_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:
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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": "2026-11-01T05:10:09.821464+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4457,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 1149,
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"counts_by_city": {
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"boston": 752,
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"chicago": 2064,
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"houston": 1641
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},
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"unique_physical_groups": 4455,
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"total_tar_bytes": 804376267364,
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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_00871_bs_uav_episode_000", "sample_id": "chicago_region_00871_bs_uav_episode_000", "scene_id": "chicago_region_00871", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "1ea2e6155d1fa6a5d8d6ecd64ab03e0458d803ad0874972efc5cb05f6e59b44d", "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_00871_bs_uav_episode_000.tar.gz", "sha256": "6ab73e80327043e6705c9f016fc91674f3ba4c3fa0ec2d9ea91c66450d7413dd", "bytes": 151491721, "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": "2026-11-01T02:54:54.149642+08:00", "export_seconds": 35.713, "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_00871_bs_uav_episode_000.tar", "source_float32_sha256": "48509f983eec00017867ebeab78598e0052f32033817973f62044acc723b4815", "source_float32_bytes": 151920640, "source_float32_packaged_shanghai": "2026-11-01T02:54:16.932597+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": 422432223, "source_tar_bytes": 151920640, "conversion_and_verification_seconds": 20.01}}
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{"record_id": "data_v5/chicago_region_00873_bs_uav_episode_000", "sample_id": "chicago_region_00873_bs_uav_episode_000", "scene_id": "chicago_region_00873", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "27012a71695590ffb66fb8c1339a506efeeabec50cfd3cb450b8d67a5b2d043f", "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_00873_bs_uav_episode_000.tar.gz", "sha256": "697bc9a9207f7659cdacdf49ec0b442a94c110d04bd370364e1407da65128cad", "bytes": 101779349, "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": "2026-11-01T02:54:49.144672+08:00", "export_seconds": 30.708, "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_00873_bs_uav_episode_000.tar", "source_float32_sha256": "4acbea203300abf071801d074989580d47cd06f805f687dd2385bfe33589642f", "source_float32_bytes": 113121280, "source_float32_packaged_shanghai": "2026-11-01T02:54:15.349969+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": 419513834, "source_tar_bytes": 113121280, "conversion_and_verification_seconds": 19.297}}
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{"record_id": "data_v5/chicago_region_00875_bs_uav_episode_000", "sample_id": "chicago_region_00875_bs_uav_episode_000", "scene_id": "chicago_region_00875", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "5427015e45f06605b07bdb50c6000fc07c7f83421efef97f716ac04429867d0c", "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_00875_bs_uav_episode_000.tar.gz", "sha256": "4bb595877b411714c01d6a520ebb3214b3a8244f3ff2b967b27674c75c4a59f1", "bytes": 148246758, "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": "2026-11-01T02:55:11.183929+08:00", "export_seconds": 35.329, "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_00875_bs_uav_episode_000.tar", "source_float32_sha256": "ccc1546d3f7d449d1d5fe4d9f781452aef03fd5e9817cb0caedeb728ff8776a6", "source_float32_bytes": 132505600, "source_float32_packaged_shanghai": "2026-11-01T02:54:34.164437+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": 418214081, "source_tar_bytes": 132505600, "conversion_and_verification_seconds": 20.329}}
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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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| 1138 |
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| 1139 |
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| 1140 |
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| 1141 |
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| 1142 |
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| 1143 |
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| 1138 |
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