DaftJun commited on
Commit
26b3234
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1 Parent(s): 39e9661

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 **769 条**(动态 UAV RF 实体 769 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 **777 条**(动态 UAV RF 实体 777 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 **769 条**(动态 UAV RF 实体 769 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
 
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+ 推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **777 条**(动态 UAV RF 实体 777 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/boston/boston_region_00263_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": "2026-11-01T01:13:44.168086+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 769,
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- "dynamic_rf_samples": 769,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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- "boston": 257,
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- "chicago": 256,
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  },
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- "unique_physical_groups": 769,
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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": 777,
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+ "dynamic_rf_samples": 777,
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  "legacy_auxiliary_samples": 0,
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  "counts_by_city": {
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+ "boston": 259,
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+ "chicago": 259,
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+ "houston": 259
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  },
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+ "unique_physical_groups": 777,
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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
@@ -255,6 +255,8 @@
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  {"record_id": "data_v6/boston_region_00261_bs_uav_v6_episode_000", "sample_id": "boston_region_00261_bs_uav_v6_episode_000", "scene_id": "boston_region_00261", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "b0c9532516705ea1b69b7a773811d0ac0a748382b562beb26bb025ca95d8af42", "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_00261_bs_uav_v6_episode_000.tar.gz", "sha256": "3a9ae626532dbf8ad2464045dcdaf5c20097158de29a05a109f4d49b6ecf4a55", "bytes": 189907911, "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": "2026-10-31T20:35:38.439406+08:00", "export_seconds": 45.125, "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_00261_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f728dc53af27bca9efb3a520bebfd94dcd9f84937fd1adec6eeb348d2c0cef85", "source_float32_bytes": 289853440, "source_float32_packaged_shanghai": "2026-10-31T17:33:56.026635+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": 421693209, "source_tar_bytes": 289853440, "conversion_and_verification_seconds": 25.841}}
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  {"record_id": "data_v6/chicago_region_00009_bs_uav_v6_episode_000", "sample_id": "chicago_region_00009_bs_uav_v6_episode_000", "scene_id": "chicago_region_00009", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "a97fd561663b4d09f772cc9cb49b2b76c914929b8fc47e745d7fb6a8f9471d1c", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "two_switches_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00009_bs_uav_v6_episode_000.tar.gz", "sha256": "e01d8bf8c45bb5f336639e5528a346b75e470accf3544e5dd2de2852816aeb60", "bytes": 78788985, "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": "2026-10-31T19:21:56.348233+08:00", "export_seconds": 31.311, "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_00009_bs_uav_v6_episode_000.tar", "source_float32_sha256": "e077d85fb43cb8f376c721f28642c2bb70308eab26de36ae4b904d2a3fe346f3", "source_float32_bytes": 279060480, "source_float32_packaged_shanghai": "2026-10-31T15:24:24.605601+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": 40, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 416529370, "source_tar_bytes": 279060480, "conversion_and_verification_seconds": 21.304}}
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@@ -511,6 +513,9 @@
511
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512
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513
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514
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515
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516
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@@ -767,3 +772,6 @@
767
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768
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769
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255
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255
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@@ -511,6 +513,9 @@
511
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512
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513
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514
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515
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516
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@@ -767,3 +772,6 @@
767
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768
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769
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255
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257
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260
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261
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262
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