DaftJun commited on
Commit
8a9290b
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1 Parent(s): 14cfdea

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 **3177 条**(动态 UAV RF 实体 3177 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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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 **3185 条**(动态 UAV RF 实体 3185 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 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 **3177 条**(动态 UAV RF 实体 3177 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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14
 
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  # Low-altitude RF world-model training data
16
 
17
+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **3185 条**(动态 UAV RF 实体 3185 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:
20
 
compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01445_bs_uav_v6_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": "2026-11-01T03:59:46.901724+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 3177,
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- "dynamic_rf_samples": 3177,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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- "chicago": 1398,
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  },
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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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+ "dynamic_rf_samples": 3185,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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  "boston": 381,
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+ "chicago": 1402,
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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/dynamic_rf_train.jsonl CHANGED
@@ -1777,6 +1777,10 @@
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  {"record_id": "data_v6/chicago_region_01442_bs_uav_v6_episode_000", "sample_id": "chicago_region_01442_bs_uav_v6_episode_000", "scene_id": "chicago_region_01442", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "c6ed38464b080c6f87536eeac2f522dff2c80cd093d6acfc7d93580f474dfc2e", "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/chicago/chicago_region_01442_bs_uav_v6_episode_000.tar.gz", "sha256": "226d79911dcd897245f7e32c0e49ac2079bb7944f8e5c3c8d5e27d37458df1e6", "bytes": 185474061, "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": "2026-11-01T00:18:07.607548+08:00", "export_seconds": 45.344, "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/chicago/chicago_region_01442_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4108125ab15a47b830eab79471cfcf6850fcd42194906053a40efcbfc1c72469", "source_float32_bytes": 261304320, "source_float32_packaged_shanghai": "2026-10-31T15:58:20.869100+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": 426333661, "source_tar_bytes": 261304320, "conversion_and_verification_seconds": 26.336}}
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  {"record_id": "data_v6/chicago_region_01443_bs_uav_v6_episode_000", "sample_id": "chicago_region_01443_bs_uav_v6_episode_000", "scene_id": "chicago_region_01443", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "0a5d3f35cd761c671be9ea6c7f7eb8b6dd9ff423a65234dcc7975869cd1214f9", "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/chicago/chicago_region_01443_bs_uav_v6_episode_000.tar.gz", "sha256": "4a9803e1e1e2894adbbd639e1995bf92900816b733ca8e3fa749d11ab2962646", "bytes": 161335391, "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": "2026-11-01T00:18:12.053951+08:00", "export_seconds": 44.164, "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/chicago/chicago_region_01443_bs_uav_v6_episode_000.tar", "source_float32_sha256": "3de32dd2ebedf9d424d2ecef8bd84582e2b8a2572de7cd842f6ea73fde200bbe", "source_float32_bytes": 243486720, "source_float32_packaged_shanghai": "2026-10-31T15:59:01.133279+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": 430292001, "source_tar_bytes": 243486720, "conversion_and_verification_seconds": 27.247}}
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1782
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3176
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1784
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1785
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1786
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3179
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3180
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3181
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3182
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3183
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3184
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3185
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compact_uint16/manifests/train.jsonl CHANGED
@@ -1777,6 +1777,10 @@
1777
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1778
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1779
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1780
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1781
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1782
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@@ -3175,3 +3179,7 @@
3175
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3176
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1784
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1785
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1786
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3179
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3180
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3181
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3182
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3183
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3184
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