Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00300_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00301_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00302_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00302_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00303_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00304_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00307_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00308_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +8 -8
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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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 **
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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 **881 条**(动态 UAV RF 实体 881 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
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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 **
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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 **881 条**(动态 UAV RF 实体 881 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/data/dynamic_rf/data_v6/boston/boston_region_00300_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:c540c3cd9c21c5b2695b6f8494157b401bd23ab59260bb236e3a8d363800b8a9
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size 201948338
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00301_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c3a34c1dc9b637ff9ce1b73d145930287959a17f82dd47c285b69fe209883d6
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size 248302218
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compact_uint16/data/dynamic_rf/data_v6/boston/boston_region_00302_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:85636a5ad53552add0976f476708f84cbc999afca61bae1d54858e0481d997a4
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size 199168385
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00302_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 177200763
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00303_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:4d9983bb6ef20a2474f5f4f511b5e5303a2ebd6c652f71fe58ad8a809b1e26f5
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size 167240396
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00304_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 168540619
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00307_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 169310745
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compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00308_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 162162888
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T01:17:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples":
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston":
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"chicago":
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"houston":
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},
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"unique_physical_groups":
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"total_tar_bytes":
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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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{
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"updated_shanghai": "2026-11-01T01:17:18.941563+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 881,
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"dynamic_rf_samples": 881,
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"legacy_auxiliary_samples": 0,
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"counts_by_city": {
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"boston": 294,
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"chicago": 294,
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"houston": 293
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},
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"unique_physical_groups": 881,
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"total_tar_bytes": 153837141919,
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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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compact_uint16/manifests/dynamic_rf_train.jsonl
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{"record_id": "data_v6/boston_region_00297_bs_uav_v6_episode_000", "sample_id": "boston_region_00297_bs_uav_v6_episode_000", "scene_id": "boston_region_00297", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "deafa836fcd548402a75916ba561e8c0153d3ff47f83e2cb77d154f09c62cb47", "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_00297_bs_uav_v6_episode_000.tar.gz", "sha256": "1d214472981468c33941ea1055005249930eb64c3e30102e7ef478f9151a7294", "bytes": 150946414, "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": "2026-10-31T20:45:15.274707+08:00", "export_seconds": 40.99, "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_00297_bs_uav_v6_episode_000.tar", "source_float32_sha256": "385040d05786e27564d4042b6ffaa2531875322f07a239a49d2c69a94a8511ac", "source_float32_bytes": 208609280, "source_float32_packaged_shanghai": "2026-10-31T17:53:16.247811+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": 432209923, "source_tar_bytes": 208609280, "conversion_and_verification_seconds": 25.503}}
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{"record_id": "data_v6/boston_region_00298_bs_uav_v6_episode_000", "sample_id": "boston_region_00298_bs_uav_v6_episode_000", "scene_id": "boston_region_00298", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "b2cc87b1235d7afdcde9ff3a62f09755c242f44f30d2a24df849f7bb342ca0ed", "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_00298_bs_uav_v6_episode_000.tar.gz", "sha256": "b877d910ba461ae011998b2a5cc41e9b49a5a05c9804976f326e18897348ae9e", "bytes": 162731891, "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": "2026-10-31T20:45:21.844245+08:00", "export_seconds": 42.268, "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_00298_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f3f7b222d52c3a758afae333f578ee66364a3b78e9d9ac09faecdbdd7394a89b", "source_float32_bytes": 221153280, "source_float32_packaged_shanghai": "2026-10-31T17:53:37.135355+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": 426232984, "source_tar_bytes": 221153280, "conversion_and_verification_seconds": 26.196}}
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{"record_id": "data_v6/boston_region_00299_bs_uav_v6_episode_000", "sample_id": "boston_region_00299_bs_uav_v6_episode_000", "scene_id": "boston_region_00299", "source_version": "data_v6", "city": "boston", "split": "train", "source_split": "train", "physical_episode_group": "31dfe97eac2241c65f7e8ff86d42e30e4a9fea8a5d0e97765499542b7b0e161f", "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_00299_bs_uav_v6_episode_000.tar.gz", "sha256": "0c6f3a0d8dbf22837afd34dfa397b911f484aca38f71f9c159277efb957b40ea", "bytes": 158407900, "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": "2026-10-31T20:47:24.922541+08:00", "export_seconds": 40.852, "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_00299_bs_uav_v6_episode_000.tar", "source_float32_sha256": "b5c3afb1cfb22ce303b6846ad8bd48ba4a0b31d799fb905305e7c656fdd36fa5", "source_float32_bytes": 220334080, "source_float32_packaged_shanghai": "2026-10-31T17:53:56.331502+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": 430371885, "source_tar_bytes": 220334080, "conversion_and_verification_seconds": 23.857}}
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{"record_id": "data_v6/chicago_region_00008_bs_uav_v6_episode_000", "sample_id": "chicago_region_00008_bs_uav_v6_episode_000", "scene_id": "chicago_region_00008", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "3b5e7cdca9877dcba2eb630df74666a694bb6fd859a6bd3d472424e8a91b77c5", "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_v1", "path": "compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_00008_bs_uav_v6_episode_000.tar.gz", "sha256": "1394fe1b6e9aa4e5d219b80ec9b3dcbf70fc3bda09da802792c6f51d6f1546ca", "bytes": 177769057, "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": "2026-10-31T19:21:21.428016+08:00", "export_seconds": 52.011, "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_00008_bs_uav_v6_episode_000.tar", "source_float32_sha256": "f6137ad6e9c7e85909a8ccfa66da701c9c1e781122fe673ed7f86f43336c4891", "source_float32_bytes": 419215360, "source_float32_packaged_shanghai": "2026-10-31T15:24:09.881902+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": 42, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 411745320, "source_tar_bytes": 419215360, "conversion_and_verification_seconds": 32.799}}
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| 881 |
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compact_uint16/manifests/train.jsonl
CHANGED
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@@ -289,6 +289,9 @@
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| 289 |
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