DaftJun commited on
Commit
e284fe9
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1 Parent(s): 4e64e6d

Add 8 synchronized three-view uint16 NumPy training samples

Browse files
README.md CHANGED
@@ -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 **4337 条**(动态 UAV RF 实体 3308 条,历史辅助 1029 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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14
 
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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 **4345 条**(动态 UAV RF 实体 3308 条,历史辅助 1037 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 CHANGED
@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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  # Low-altitude RF world-model training data
16
 
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4337 条**(动态 UAV RF 实体 3308 条,历史辅助 1029 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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14
 
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  # Low-altitude RF world-model training data
16
 
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4345 条**(动态 UAV RF 实体 3308 条,历史辅助 1037 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_00647_bs_uav_episode_000.tar.gz ADDED
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compact_uint16/dataset_summary.json CHANGED
@@ -1,17 +1,17 @@
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  {
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- "updated_shanghai": "2026-11-01T05:06:08.236788+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 4337,
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  "dynamic_rf_samples": 3308,
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- "legacy_auxiliary_samples": 1029,
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  "counts_by_city": {
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  "boston": 752,
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- "chicago": 1944,
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  "houston": 1641
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  },
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- "unique_physical_groups": 4335,
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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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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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+ "complete_samples": 4345,
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  "dynamic_rf_samples": 3308,
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+ "legacy_auxiliary_samples": 1037,
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  "counts_by_city": {
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  "boston": 752,
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+ "chicago": 1952,
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  "houston": 1641
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  },
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+ "unique_physical_groups": 4343,
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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",
compact_uint16/manifests/legacy_aux_train.jsonl CHANGED
@@ -1026,4 +1026,12 @@
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  {"record_id": "data_v5/chicago_region_00642_bs_uav_episode_000", "sample_id": "chicago_region_00642_bs_uav_episode_000", "scene_id": "chicago_region_00642", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "1116dac5b1f2720a7dbaf3678ebe69ac1ea7085186e8e584b6572b4ce2b26778", "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_00642_bs_uav_episode_000.tar.gz", "sha256": "c23e5a5eeab861a2ad12a2b5b6bf13a5c4c230df70aacf04853b67a052c4d4b8", "bytes": 86748896, "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": "2026-11-01T02:35:46.188589+08:00", "export_seconds": 28.575, "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_00642_bs_uav_episode_000.tar", "source_float32_sha256": "dba7cc8f7cf9e2c12a5d1c0dd9959ce0a8d8321ff31d36344b196c77f45ffc1e", "source_float32_bytes": 102993920, "source_float32_packaged_shanghai": "2026-11-01T02:35:15.983375+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": 416364075, "source_tar_bytes": 102993920, "conversion_and_verification_seconds": 18.314}}
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  {"record_id": "data_v5/chicago_region_00643_bs_uav_episode_000", "sample_id": "chicago_region_00643_bs_uav_episode_000", "scene_id": "chicago_region_00643", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "3b8723645823a23e12edebbad5ec19cd7cc4550393fc45a734c56061a163313a", "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_00643_bs_uav_episode_000.tar.gz", "sha256": "9c20b630a154e4386a3d0755d67da509497863da55e2e4395a45ed3565dfc1a3", "bytes": 106388216, "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": "2026-11-01T02:35:53.607232+08:00", "export_seconds": 30.227, "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_00643_bs_uav_episode_000.tar", "source_float32_sha256": "e97c2bd17423d5661698aba23a1168d68da46130edd477c1e0ae6d62707253b4", "source_float32_bytes": 120299520, "source_float32_packaged_shanghai": "2026-11-01T02:35:18.219146+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": 417962205, "source_tar_bytes": 120299520, "conversion_and_verification_seconds": 18.137}}
 
 
 
 
 
 
 
 
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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}}
 
1026
  {"record_id": "data_v5/chicago_region_00641_bs_uav_episode_000", "sample_id": "chicago_region_00641_bs_uav_episode_000", "scene_id": "chicago_region_00641", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "a48c5bc2ff9249c8fb50fe90a71d6e58d2cedb6f251d3cd8b3d9c465879af63c", "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_00641_bs_uav_episode_000.tar.gz", "sha256": "627076b82985b13edf7ca8820b8ec95ccf4d5b9edf2484430942a10cc1992e14", "bytes": 130394537, "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": "2026-11-01T02:35:21.285702+08:00", "export_seconds": 32.652, "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_00641_bs_uav_episode_000.tar", "source_float32_sha256": "db036fb5c45e7ecd347797a57b491355efd95b5780a0f355ae7c4ddb5facca4a", "source_float32_bytes": 112680960, "source_float32_packaged_shanghai": "2026-11-01T02:34:26.217975+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": 421282875, "source_tar_bytes": 112680960, "conversion_and_verification_seconds": 18.689}}
1027
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1028
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1035
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1036
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1037
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1026
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1027
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1028
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1029
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1030
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1031
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1026
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1027
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1034
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1035
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1036
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1037
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1038
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1039
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