DaftJun commited on
Commit
09d414a
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1 Parent(s): d448b81

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 **4057 条**(动态 UAV RF 实体 3308 条,历史辅助 749 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 **4065 条**(动态 UAV RF 实体 3308 条,历史辅助 757 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
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- 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4057 条**(动态 UAV RF 实体 3308 条,历史辅助 749 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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  # 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 **4065 条**(动态 UAV RF 实体 3308 条,历史辅助 757 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_00111_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": "2026-11-01T04:48:12.746246+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 4057,
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  "dynamic_rf_samples": 3308,
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- "legacy_auxiliary_samples": 749,
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  "counts_by_city": {
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  "boston": 752,
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- "chicago": 1664,
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  "houston": 1641
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  },
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- "unique_physical_groups": 4055,
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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": 4065,
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  "dynamic_rf_samples": 3308,
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+ "legacy_auxiliary_samples": 757,
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  "counts_by_city": {
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  "boston": 752,
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+ "chicago": 1672,
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  "houston": 1641
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  },
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+ "unique_physical_groups": 4063,
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+ "total_tar_bytes": 754694713538,
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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
@@ -746,4 +746,12 @@
746
  {"record_id": "data_v5/chicago_region_00108_bs_uav_episode_000", "sample_id": "chicago_region_00108_bs_uav_episode_000", "scene_id": "chicago_region_00108", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "ece42e01a4179e63e086a043e0f7eef916fdac92c2d46cd9d38d6b76f4a9c7d5", "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_00108_bs_uav_episode_000.tar.gz", "sha256": "17661c5d8d00ad468cb79f04644916201fd3a8a5d4226c6b746602be8f68592e", "bytes": 82122700, "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": "2026-11-01T01:24:42.749089+08:00", "export_seconds": 27.573, "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_00108_bs_uav_episode_000.tar", "source_float32_sha256": "3cc1cbb215b5f6bb02b0768020621c3860574932b1b5c4d45cb760782189e699", "source_float32_bytes": 99624960, "source_float32_packaged_shanghai": "2026-11-01T01:23:55.781157+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": 415940584, "source_tar_bytes": 99624960, "conversion_and_verification_seconds": 17.399}}
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  {"record_id": "data_v5/chicago_region_00109_bs_uav_episode_000", "sample_id": "chicago_region_00109_bs_uav_episode_000", "scene_id": "chicago_region_00109", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "591a02ba53d2cc9ac859270504ba1d5d8967399d15dadfb35a170e48e7338978", "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_00109_bs_uav_episode_000.tar.gz", "sha256": "6ae53c079c58564522e84e9f5d863554ece98f3ccc5eea54aaa368a810a4c689", "bytes": 150413676, "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": "2026-11-01T01:25:48.180064+08:00", "export_seconds": 41.985, "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_00109_bs_uav_episode_000.tar", "source_float32_sha256": "8c7fed2859b3d613e899582bafee88f55dcf2e0bbf90d2cdfc6e255276647b28", "source_float32_bytes": 166420480, "source_float32_packaged_shanghai": "2026-11-01T01:24:44.361077+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": 416953922, "source_tar_bytes": 166420480, "conversion_and_verification_seconds": 20.485}}
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  {"record_id": "data_v5/chicago_region_00110_bs_uav_episode_000", "sample_id": "chicago_region_00110_bs_uav_episode_000", "scene_id": "chicago_region_00110", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "3a59b5b87b0869afbc6aaaa7e66f08c9f8395edd7a3b105501919babc358988a", "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_00110_bs_uav_episode_000.tar.gz", "sha256": "e37922e0cc23a1d994af23bd5b2bea59a3ac4291ab65fe98a49966f0ea1fc712", "bytes": 99637782, "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": "2026-11-01T01:25:35.290248+08:00", "export_seconds": 29.095, "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_00110_bs_uav_episode_000.tar", "source_float32_sha256": "4fa6b9a2625bf0533546e702bb3ea8bc4ffa29cd8d3ff0dfcb62b8cc78800c09", "source_float32_bytes": 99686400, "source_float32_packaged_shanghai": "2026-11-01T01:24:57.886442+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": 417017210, "source_tar_bytes": 99686400, "conversion_and_verification_seconds": 16.781}}
 
 
 
 
 
 
 
 
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746
  {"record_id": "data_v5/chicago_region_00108_bs_uav_episode_000", "sample_id": "chicago_region_00108_bs_uav_episode_000", "scene_id": "chicago_region_00108", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "ece42e01a4179e63e086a043e0f7eef916fdac92c2d46cd9d38d6b76f4a9c7d5", "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_00108_bs_uav_episode_000.tar.gz", "sha256": "17661c5d8d00ad468cb79f04644916201fd3a8a5d4226c6b746602be8f68592e", "bytes": 82122700, "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": "2026-11-01T01:24:42.749089+08:00", "export_seconds": 27.573, "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_00108_bs_uav_episode_000.tar", "source_float32_sha256": "3cc1cbb215b5f6bb02b0768020621c3860574932b1b5c4d45cb760782189e699", "source_float32_bytes": 99624960, "source_float32_packaged_shanghai": "2026-11-01T01:23:55.781157+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": 415940584, "source_tar_bytes": 99624960, "conversion_and_verification_seconds": 17.399}}
747
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747
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