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/chicago/chicago_region_01666_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01667_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01668_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01669_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01670_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01671_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01672_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01673_bs_uav_v6_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- compact_uint16/manifests/dynamic_rf_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -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 **
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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 **5321 条**(动态 UAV RF 实体 4109 条,历史辅助 1212 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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| 16 |
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+
推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **5321 条**(动态 UAV RF 实体 4109 条,历史辅助 1212 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/chicago/chicago_region_01666_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:176bdd644bb3840a7fdb1a5d7378b6299dbe122485e744e0e78feb3bc127a4fc
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size 199477067
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01667_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:b56c4c2c27960eb68122c5e2a3b0afffd8955407e0ba9c2bb20008de0e840ff7
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size 183977234
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01668_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:a9ae2737fb0ba5bc4467ae7b690a359ee869b4523de37430da05021e43b7e69e
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size 172745272
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01669_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:b6c95654e4b24b741e7f278bd396ecef38250c6e28638940dcc5a6acaea7f944
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size 221207594
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01670_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:f2402519b05df0fda4bce698ce03e11a36f91dd3863085e707dd0b98432c1bc3
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size 185815578
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01671_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:a5dfef1dc5b680356cf84b7e5b4d8143280e60c6cb7cf0b7f58a5c3056fe5ec2
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size 186935381
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01672_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:d0c59347f5d244542ee5cf69e8f04a2af36640193c7ee9e619641e06028701b7
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size 246080931
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compact_uint16/data/dynamic_rf/data_v6/chicago/chicago_region_01673_bs_uav_v6_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:914503fa88ccc491edef3fac0fed52939a3884f274e7ba0893dd779613e629af
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size 190497324
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T06:06:
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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": 1212,
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston": 2248
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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": "2026-11-01T06:06:38.220491+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 5321,
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"dynamic_rf_samples": 4109,
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"legacy_auxiliary_samples": 1212,
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"counts_by_city": {
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"boston": 752,
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"chicago": 2321,
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"houston": 2248
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},
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"unique_physical_groups": 5319,
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"total_tar_bytes": 961032543281,
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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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| 2014 |
{"record_id": "data_v6/chicago_region_01663_bs_uav_v6_episode_000", "sample_id": "chicago_region_01663_bs_uav_v6_episode_000", "scene_id": "chicago_region_01663", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "acf04772ef237e35a317c73a9493526ebddcab57a85884dea80fbb1d3b7dd34b", "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_01663_bs_uav_v6_episode_000.tar.gz", "sha256": "475ce375e4a3df6e182fe7fa4a53efebe804ec257619f3abb5c14a90ec2b95d9", "bytes": 182112031, "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": "2026-11-01T02:15:43.029255+08:00", "export_seconds": 45.788, "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_01663_bs_uav_v6_episode_000.tar", "source_float32_sha256": "0179f77fa1c509eafe5f57661822499aafca4bffde52e3b6a0f60ebfa1a7076a", "source_float32_bytes": 277268480, "source_float32_packaged_shanghai": "2026-10-31T21:21:56.354994+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": 428370324, "source_tar_bytes": 277268480, "conversion_and_verification_seconds": 27.155}}
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| 2015 |
{"record_id": "data_v6/chicago_region_01664_bs_uav_v6_episode_000", "sample_id": "chicago_region_01664_bs_uav_v6_episode_000", "scene_id": "chicago_region_01664", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "975beefccdecfcce3be1b2d47a78bf5595c7a818d58785dd4aa4c2873da0a0f9", "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_01664_bs_uav_v6_episode_000.tar.gz", "sha256": "cac1c4ef0fda31bf4694d2a622b6f54156fff9e8030d144141154d9398e1bcc5", "bytes": 191927160, "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": "2026-11-01T02:16:37.883253+08:00", "export_seconds": 48.804, "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_01664_bs_uav_v6_episode_000.tar", "source_float32_sha256": "7080df38c7158a71bedb461a651b5b13936a0a92208d184a82fdca77c66ab144", "source_float32_bytes": 292935680, "source_float32_packaged_shanghai": "2026-10-31T21:24:05.045904+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": 430475990, "source_tar_bytes": 292935680, "conversion_and_verification_seconds": 27.754}}
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| 2016 |
{"record_id": "data_v6/chicago_region_01665_bs_uav_v6_episode_000", "sample_id": "chicago_region_01665_bs_uav_v6_episode_000", "scene_id": "chicago_region_01665", "source_version": "data_v6", "city": "chicago", "split": "train", "source_split": "train", "physical_episode_group": "9af2fefcf0af43178f625808d40b177d3b396002b368a8ff26cbf1bdd40f5fe5", "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_01665_bs_uav_v6_episode_000.tar.gz", "sha256": "b2965cb20ad5ee4bf5c755585afe56ab7865800e9bdd584336ece8e33ccfccbf", "bytes": 216828868, "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": "2026-11-01T02:16:37.419669+08:00", "export_seconds": 48.34, "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_01665_bs_uav_v6_episode_000.tar", "source_float32_sha256": "5337525024bd89e83c897f663bb40fc9627dbaea3abbb79c4852a94bcac6b360", "source_float32_bytes": 312719360, "source_float32_packaged_shanghai": "2026-10-31T21:26:13.524917+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": 425792527, "source_tar_bytes": 312719360, "conversion_and_verification_seconds": 26.945}}
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| 2017 |
{"record_id": "data_v6/houston_region_00000_bs_uav_v6_episode_000", "sample_id": "houston_region_00000_bs_uav_v6_episode_000", "scene_id": "houston_region_00000", "source_version": "data_v6", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "dcd56db8ca679dc3da67d99620cf2480a24b81eed2bc278a1d186dfec9437fde", "dynamic_rf_uav_body": true, "recommended_training_use": "dynamic_rf_multimodal_world_model", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/dynamic_rf/data_v6/houston/houston_region_00000_bs_uav_v6_episode_000.tar.gz", "sha256": "80dc1eae2782b4183a9e33b3bcf2f5cb87598fb9ac55ac7f77446d52ca96c9e5", "bytes": 199548099, "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": "2026-11-01T00:28:07.279246+08:00", "export_seconds": 39.827, "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/houston/houston_region_00000_bs_uav_v6_episode_000.tar", "source_float32_sha256": "be677eaea4d802700a6c63ab826f86d51c8c57ca53c5bf105f680b2dbfe2d1ce", "source_float32_bytes": 218152960, "source_float32_packaged_shanghai": "2026-10-31T18:36:07.174872+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": 414497811, "source_tar_bytes": 218152960, "conversion_and_verification_seconds": 21.479}}
|
| 2018 |
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|
| 2019 |
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|
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
+
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|
| 2018 |
+
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|
| 2019 |
+
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|
| 2020 |
+
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|
| 2021 |
+
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|
| 2022 |
+
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|
| 2023 |
+
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|
| 2024 |
+
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|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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|
compact_uint16/manifests/train.jsonl
CHANGED
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@@ -3226,6 +3226,14 @@
|
|
| 3226 |
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|
| 3227 |
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