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/dynamic_rf/data_v6/boston/boston_region_00391_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00392_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00393_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00382_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00383_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00384_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00392_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00393_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +8 -8
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
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 **1121 条**(动态 UAV RF 实体 1121 条,历史辅助 0 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 **1121 条**(动态 UAV RF 实体 1121 条,历史辅助 0 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/dynamic_rf/data_v6/boston/boston_region_00391_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:af752652a4959cd84e1b82160cee92c2437e610f497ff64464a85b0215ac47d0
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size 192080882
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00392_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 174050677
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00393_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 175421444
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00382_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 198176026
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00383_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 186709502
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00384_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00392_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 181199637
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00393_bs_uav_v6_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": "2026-11-01T01:57:
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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":
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston":
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"chicago":
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"houston":
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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": "2026-11-01T01:57:31.866826+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 1121,
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"dynamic_rf_samples": 1121,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 374,
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"chicago": 374,
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"houston": 373
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},
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"unique_physical_groups": 1121,
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"total_tar_bytes": 198053219699,
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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/dynamic_rf_train.jsonl
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{"record_id": "data_v6/boston_region_00388_bs_uav_v6_episode_000", "sample_id": "boston_region_00388_bs_uav_v6_episode_000", "scene_id": "boston_region_00388", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "7d9e2bd1834e301e5fccf0b7536195e2894b2f5c7cf46902e80b5e42a2b1bc8e", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00388_bs_uav_v6_episode_000.tar.gz", "sha256": "1852860e3700700c521ab9e4b54e288a0c1348a8bc63a787f5d2c7f286395186", "bytes": 166001258, "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": "2026-10-31T21:09:24.652241+08:00", "export_seconds": 39.99, "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/dynamic_rf/data_v6/boston/boston_region_00388_bs_uav_v6_episode_000.tar", "source_float32_sha256": "624998533fe052ad839d3b16a9a4d552911cf592b304f370e8d3aa1a6c3bc1d7", "source_float32_bytes": 244008960, "source_float32_packaged_shanghai": "2026-10-31T18:27:41.611536+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 428967483, "source_tar_bytes": 244008960, "conversion_and_verification_seconds": 23.321}}
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{"record_id": "data_v6/boston_region_00389_bs_uav_v6_episode_000", "sample_id": "boston_region_00389_bs_uav_v6_episode_000", "scene_id": "boston_region_00389", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "2b3e1b216f94115f0c370600f84347bc446c5167d5e089ee9158801d5f2344e1", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00389_bs_uav_v6_episode_000.tar.gz", "sha256": "daac5071d29ad0244c482663b3db17c75b8bcfcc42cd61d2eab90e58e411d216", "bytes": 213587609, "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": "2026-10-31T21:09:29.557526+08:00", "export_seconds": 44.895, "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/dynamic_rf/data_v6/boston/boston_region_00389_bs_uav_v6_episode_000.tar", "source_float32_sha256": "44c1b23791ec2b45514c534697249ea7d40cfc009445e620a60d7f15b3e3db82", "source_float32_bytes": 308899840, "source_float32_packaged_shanghai": "2026-10-31T18:28:41.245129+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 424339126, "source_tar_bytes": 308899840, "conversion_and_verification_seconds": 24.56}}
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{"record_id": "data_v6/boston_region_00390_bs_uav_v6_episode_000", "sample_id": "boston_region_00390_bs_uav_v6_episode_000", "scene_id": "boston_region_00390", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "a14ec02e0b9cae920e67528b27705cae5dda2bbf174acf037cc894c590298642", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_diverse_v2", "path": "compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00390_bs_uav_v6_episode_000.tar.gz", "sha256": "1d4a7ebc5a1f39c20d5e47ac2199cec5bc7e7babb5758d03817f3a033cc78a38", "bytes": 150922598, "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": "2026-10-31T21:09:33.146699+08:00", "export_seconds": 38.005, "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/dynamic_rf/data_v6/boston/boston_region_00390_bs_uav_v6_episode_000.tar", "source_float32_sha256": "193efe1025b3d6055b034c2497b467baab4894b01f22770387f1c14ffe072d01", "source_float32_bytes": 211220480, "source_float32_packaged_shanghai": "2026-10-31T18:28:40.479372+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": 43, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 428422865, "source_tar_bytes": 211220480, "conversion_and_verification_seconds": 22.417}}
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{"record_id": "data_v6/chicago_region_00008_bs_uav_v6_episode_000", "sample_id": "chicago_region_00008_bs_uav_v6_episode_000", "scene_id": "chicago_region_00008", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3b5e7cdca9877dcba2eb630df74666a694bb6fd859a6bd3d472424e8a91b77c5", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "fixed_budget_single_v1", "confidence_evaluated": false, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "1394fe1b6e9aa4e5d219b80ec9b3dcbf70fc3bda09da802792c6f51d6f1546ca", "bytes": 177769057, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-10-31T19:21:21.428016+08:00", "export_seconds": 52.011, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f6137ad6e9c7e85909a8ccfa66da701c9c1e781122fe673ed7f86f43336c4891", "source_float32_bytes": 419215360, "source_float32_packaged_shanghai": "2026-10-31T15:24:09.881902+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 411745320, "source_tar_bytes": 419215360, "conversion_and_verification_seconds": 32.799}}
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compact_uint16/manifests/train.jsonl
CHANGED
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| 369 |
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