DaftJun commited on
Commit
e6b5f55
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1 Parent(s): 0f8b054

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 **3153 条**(动态 UAV RF 实体 3153 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 **3161 条**(动态 UAV RF 实体 3161 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 **3153 条**(动态 UAV RF 实体 3153 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 **3161 条**(动态 UAV RF 实体 3161 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_01433_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": "2026-11-01T03:58:56.680310+08:00",
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  "scope": "committed_on_huggingface",
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  "repository": "DaftJun/RFWM",
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- "complete_samples": 3153,
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- "dynamic_rf_samples": 3153,
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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": 1386,
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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": 3161,
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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": 1390,
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+ "houston": 1390
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  },
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+ "unique_physical_groups": 3161,
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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
@@ -1765,6 +1765,10 @@
1765
  {"record_id": "data_v6/chicago_region_01430_bs_uav_v6_episode_000", "sample_id": "chicago_region_01430_bs_uav_v6_episode_000", "scene_id": "chicago_region_01430", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "1dfc8ee94a92f54506f3bf291618fab998401e670fec1e0596793b73ac145b8f", "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_01430_bs_uav_v6_episode_000.tar.gz", "sha256": "4fd0e910f3fa6fca173f21b497c1cfb4924265839064393e2c61a288afccd76e", "bytes": 166121346, "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": "2026-11-01T00:15:51.358675+08:00", "export_seconds": 47.842, "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_01430_bs_uav_v6_episode_000.tar", "source_float32_sha256": "8f56259e09f962f4050ccc101b5d5d20d345d467416c1a1ed0e29b2d19ac0a9b", "source_float32_bytes": 253317120, "source_float32_packaged_shanghai": "2026-11-01T00:08:07.865808+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": 430181713, "source_tar_bytes": 253317120, "conversion_and_verification_seconds": 27.822}}
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  {"record_id": "data_v6/chicago_region_01431_bs_uav_v6_episode_000", "sample_id": "chicago_region_01431_bs_uav_v6_episode_000", "scene_id": "chicago_region_01431", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "e429f9fcce4c3a858ffa86df26b9c8aaa7ae0ad72d2d5bbb72537def2f84e940", "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_01431_bs_uav_v6_episode_000.tar.gz", "sha256": "6ffb185538c959370e57c554e69679e2a92803e1956820270f1d3da1fa5a527d", "bytes": 252597133, "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": "2026-11-01T00:15:56.417362+08:00", "export_seconds": 52.901, "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_01431_bs_uav_v6_episode_000.tar", "source_float32_sha256": "4a0e5b9a14a88bcf24d7f9de7b0f3cacabf958072461291b50b87799431d5f9e", "source_float32_bytes": 362946560, "source_float32_packaged_shanghai": "2026-11-01T00:09:19.757849+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": 435459977, "source_tar_bytes": 362946560, "conversion_and_verification_seconds": 29.024}}
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  {"record_id": "data_v6/houston_region_00008_bs_uav_v6_episode_000", "sample_id": "houston_region_00008_bs_uav_v6_episode_000", "scene_id": "houston_region_00008", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "330b7b2a5f06410e6c345b7781b7f90692d80030c4b028462ad5350a3111a5c5", "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/houston/houston_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "4efa23f4f8ba7a4a513080ff17d37f4e91d30a5994695aab81d8690097abb2aa", "bytes": 93036938, "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": "2026-10-31T19:21:08.761882+08:00", "export_seconds": 39.345, "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/houston/houston_region_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "564c02fa2d3594357089015a580b5fae58075fead65537bd64a8d2481a9aad4d", "source_float32_bytes": 295925760, "source_float32_packaged_shanghai": "2026-10-31T15:02:08.403728+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": 417658418, "source_tar_bytes": 295925760, "conversion_and_verification_seconds": 28.27}}
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  {"record_id": "data_v6/houston_region_00010_bs_uav_v6_episode_000", "sample_id": "houston_region_00010_bs_uav_v6_episode_000", "scene_id": "houston_region_00010", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "21ed5e0917dcfb1cda06b40b6459f16e2e78f3500a01360c0ba8b1eac9df5466", "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/houston/houston_region_00010_bs_uav_v6_episode_000.tar.gz", "sha256": "f89e83cc086a3639dd6f3dcf7f38c793a89a2d82bfa70468788e18716eb0d2f0", "bytes": 78302352, "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": "2026-10-31T19:22:34.344262+08:00", "export_seconds": 33.783, "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/houston/houston_region_00010_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f47fe72487e9537812646c18c1fd0cdecd106cc837a1e959e96b863cd1053a40", "source_float32_bytes": 270264320, "source_float32_packaged_shanghai": "2026-10-31T15:27:20.217794+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": 420200825, "source_tar_bytes": 270264320, "conversion_and_verification_seconds": 23.905}}
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3151
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3152
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3153
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1774
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3155
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3156
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3157
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3158
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3159
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3160
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3161
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compact_uint16/manifests/train.jsonl CHANGED
@@ -1765,6 +1765,10 @@
1765
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1766
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1767
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1768
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1769
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1770
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@@ -3151,3 +3155,7 @@
3151
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3152
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3153
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1767
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1772
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1773
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1774
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3155
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3156
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3157
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3158
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3159
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3160
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