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_00369_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00370_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00371_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00361_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00362_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00367_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00368_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00369_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 **1057 条**(动态 UAV RF 实体 1057 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 **1057 条**(动态 UAV RF 实体 1057 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_00369_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:404c47d6c44aa4a6076a8176fd8f90cfc5fa578176628c1ebf866356488c1d9f
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size 201768240
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00370_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 186155164
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00371_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 157872907
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00361_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:970d860f33e7140398986d73cfb1c21b56d85256c66d9f80f9735bb343d5a964
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size 235785007
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00362_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 192740122
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00367_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 151838233
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00368_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 195132226
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00369_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": "2026-11-01T01:55:
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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": "2026-11-01T01:55:52.178245+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 1057,
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"dynamic_rf_samples": 1057,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 353,
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"chicago": 352,
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"houston": 352
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},
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"unique_physical_groups": 1057,
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"total_tar_bytes": 186610118933,
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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_00366_bs_uav_v6_episode_000", "sample_id": "boston_region_00366_bs_uav_v6_episode_000", "scene_id": "boston_region_00366", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "62731fb000c348fee978cbbf7ce4cb40a85b161fcd806505b4f8b8e5cd710c11", "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_00366_bs_uav_v6_episode_000.tar.gz", "sha256": "b148df3ecd8d2aa72f66453f810402842a1a70849ca2c346eb982d2d9b56987a", "bytes": 223417052, "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": "2026-10-31T21:03:07.678204+08:00", "export_seconds": 44.841, "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_00366_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0219e5dd8b3363f6631887a5f1e3dd80b874c5740a51e6aea399df1d78dbad52", "source_float32_bytes": 331509760, "source_float32_packaged_shanghai": "2026-10-31T18:22:56.780907+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": 426142350, "source_tar_bytes": 331509760, "conversion_and_verification_seconds": 23.934}}
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{"record_id": "data_v6/boston_region_00367_bs_uav_v6_episode_000", "sample_id": "boston_region_00367_bs_uav_v6_episode_000", "scene_id": "boston_region_00367", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "6a9e68497708f811fa5bde855654c745f29c8630439b6a51e5971b48010b1e50", "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_00367_bs_uav_v6_episode_000.tar.gz", "sha256": "1a168f8003006f6888e0bf13644120dc90c1e7319776f60773b902fb22d87167", "bytes": 220639867, "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": "2026-10-31T21:03:12.538162+08:00", "export_seconds": 44.485, "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_00367_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f051556b747256c9d7b71410ab8691b8c6f9a1cdd8783044fbefcadc76aca087", "source_float32_bytes": 318320640, "source_float32_packaged_shanghai": "2026-10-31T18:23:00.096861+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": 419488978, "source_tar_bytes": 318320640, "conversion_and_verification_seconds": 22.601}}
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{"record_id": "data_v6/boston_region_00368_bs_uav_v6_episode_000", "sample_id": "boston_region_00368_bs_uav_v6_episode_000", "scene_id": "boston_region_00368", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "c14036e58274806880c2876eb7c1800d9f06d5ee192c1db1c7995349496917fa", "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_00368_bs_uav_v6_episode_000.tar.gz", "sha256": "9d6f48251bc3ed1f20db8fc0e3780ae9ab167cf12f20369a32c67058827413ac", "bytes": 195144581, "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": "2026-10-31T21:03:31.589744+08:00", "export_seconds": 42.622, "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_00368_bs_uav_v6_episode_000.tar", "source_float32_sha256": "1971387a89bc87e1f8f6b586ec83b8d8225b66a15505b7562cedb0c6ae75fe0b", "source_float32_bytes": 281292800, "source_float32_packaged_shanghai": "2026-10-31T18:23:05.230727+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": 426904370, "source_tar_bytes": 281292800, "conversion_and_verification_seconds": 23.645}}
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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
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