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Download labels.json from NeurIPS-2026-PRISM/PRISM-Dataset: direct link, hf CLI and curl.
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hf download hf://datasets/NeurIPS-2026-PRISM/PRISM-Dataset/labels.json
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curl -L -o labels.json https://huggingface.co/datasets/NeurIPS-2026-PRISM/PRISM-Dataset/resolve/main/labels.json
27.3 kB
| { | |
| "metadata": { | |
| "dataset_name": "PRISM", | |
| "version": "1.1.0", | |
| "total_frames": 48792, | |
| "description": "Frame-level classification labels for the PRISM dataset. Labels cover weather condition, road type, surface material, and surface state. For folders with homogeneous surfaces, only default_label is provided. For folders with surface transitions, ordered_segments lists each contiguous segment in chronological order. Short transition zones are excluded with exact timestamp boundaries.", | |
| "label_usage": { | |
| "step_1": "If frame timestamp t falls within any timestamp_override [ts_start, ts_end], use that override's label.", | |
| "step_2": "Otherwise, if ordered_segments exists, determine the segment by cumulative frame_count offsets.", | |
| "step_3": "Otherwise, use default_label." | |
| }, | |
| "timestamp_unit": "Unix seconds with millisecond precision (e.g., 1770704845.634)", | |
| "normalization_notes": { | |
| "surface_material": "'ahsphalt' typo corrected to 'asphalt'; 'beigian' typo corrected to 'belgian_block'", | |
| "surface_state": "'snow covered' normalized to 'snow_covered'" | |
| } | |
| }, | |
| "class_definitions": { | |
| "weather": { | |
| "clear": "No precipitation, good visibility", | |
| "overcast": "Cloudy sky, no precipitation", | |
| "rainy": "Active rainfall during collection", | |
| "snowy": "Active snowfall during collection", | |
| "foggy": "Reduced visibility due to fog" | |
| }, | |
| "road_type": { | |
| "urban": "City roads with intersections and traffic control", | |
| "highway": "High-speed limited-access roads", | |
| "rural": "Country roads outside urban areas", | |
| "proving_ground": "Controlled test facility with specialty road profiles" | |
| }, | |
| "surface_material": { | |
| "asphalt": "Standard asphalt (bituminous) pavement", | |
| "concrete": "Portland cement concrete pavement", | |
| "belgian_block": "Cobblestone or interlocking paving block surface", | |
| "gravel": "Loose gravel road surface", | |
| "other": "Other surface types such as plastic speed bumps" | |
| }, | |
| "surface_state": { | |
| "dry": "No moisture present on the surface", | |
| "damp": "Slight surface moisture with no standing water", | |
| "wet": "Wet surface; standing water or active rain film possible", | |
| "slush": "Partially melted snow or slush layer", | |
| "snow_covered": "Surface covered by compacted or fresh snow" | |
| } | |
| }, | |
| "folders": { | |
| "0106_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1767667361_605", | |
| "ts_end": "1767667454_496", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "0112_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1768200916_088", | |
| "ts_end": "1768200990_782", | |
| "label": { | |
| "weather": "snowy", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "snow_covered" | |
| } | |
| } | |
| ] | |
| }, | |
| "0119_1_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1768791654_524", | |
| "ts_end": "1768791736_119", | |
| "label": { | |
| "weather": "overcast", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0119_2_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1768791794_516", | |
| "ts_end": "1768791886_309", | |
| "label": { | |
| "weather": "overcast", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0120_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1768891166_060", | |
| "ts_end": "1768891424_644", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "0124_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769223059_386", | |
| "ts_end": "1769223287_575", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "slush" | |
| } | |
| } | |
| ] | |
| }, | |
| "0128_1_dataset": { | |
| "ordered_segments": [], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769586554_508", | |
| "ts_end": "1769586600_597" | |
| } | |
| ] | |
| }, | |
| "0128_2_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769586754_988", | |
| "ts_end": "1769586792_586", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "concrete", | |
| "surface_state": "snow_covered" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769586743_507", | |
| "ts_end": "1769586754_888" | |
| } | |
| ] | |
| }, | |
| "0128_3_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769587101_167", | |
| "ts_end": "1769587148_464", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "concrete", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769587094_478", | |
| "ts_end": "1769587101_067" | |
| } | |
| ] | |
| }, | |
| "0128_4_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769587667_132", | |
| "ts_end": "1769587750_327", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "other", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769587645_534", | |
| "ts_end": "1769587667_032" | |
| } | |
| ] | |
| }, | |
| "0128_5_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769587935_817", | |
| "ts_end": "1769587949_517", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "belgian_block", | |
| "surface_state": "snow_covered" | |
| } | |
| }, | |
| { | |
| "ts_start": "1769587950_316", | |
| "ts_end": "1769587990_213", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "belgian_block", | |
| "surface_state": "damp" | |
| } | |
| }, | |
| { | |
| "ts_start": "1769587997_213", | |
| "ts_end": "1769588017_212", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "belgian_block", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769587923_429", | |
| "ts_end": "1769587935_717" | |
| }, | |
| { | |
| "ts_start": "1769587949_617", | |
| "ts_end": "1769587950_216" | |
| }, | |
| { | |
| "ts_start": "1769587990_313", | |
| "ts_end": "1769587997_113" | |
| } | |
| ] | |
| }, | |
| "0128_6_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769588187_002", | |
| "ts_end": "1769588273_097", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "concrete", | |
| "surface_state": "wet" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769588174_420", | |
| "ts_end": "1769588186_902" | |
| } | |
| ] | |
| }, | |
| "0128_7_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769588445_087", | |
| "ts_end": "1769588469_185", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "proving_ground", | |
| "surface_material": "other", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1769588427_489", | |
| "ts_end": "1769588444_987" | |
| } | |
| ] | |
| }, | |
| "0129_1_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769664717_817", | |
| "ts_end": "1769664826_713", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0129_2_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769665006_799", | |
| "ts_end": "1769665053_495", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0129_3_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769665274_782", | |
| "ts_end": "1769665333_678", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0129_4_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1769667479_644", | |
| "ts_end": "1769667794_523", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "rural", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ] | |
| }, | |
| "0202_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1770014831_301", | |
| "ts_end": "1770015153_197", | |
| "label": { | |
| "weather": "clear", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "slush" | |
| } | |
| } | |
| ] | |
| }, | |
| "0210_1_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1770704711_842", | |
| "ts_end": "1770704844_634", | |
| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| }, | |
| { | |
| "ts_start": "1770704849_334", | |
| "ts_end": "1770704871_632", | |
| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1770704844_734", | |
| "ts_end": "1770704849_234" | |
| } | |
| ] | |
| }, | |
| "0210_2_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1770706762_717", | |
| "ts_end": "1770706887_011", | |
| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "damp" | |
| } | |
| }, | |
| { | |
| "ts_start": "1770706891_710", | |
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| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "damp" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1770706887_111", | |
| "ts_end": "1770706890_627" | |
| } | |
| ] | |
| }, | |
| "03181_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812015_743", | |
| "ts_end": "1773812039_641", | |
| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03182_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812142_735", | |
| "ts_end": "1773812160_134", | |
| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03183_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812281_727", | |
| "ts_end": "1773812298_625", | |
| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03184_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812670_703", | |
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| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03185_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812775_697", | |
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| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03186_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773812898_089", | |
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| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03187_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773813206_670", | |
| "ts_end": "1773813238_868", | |
| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "03188_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773813323_663", | |
| "ts_end": "1773813353_961", | |
| "label": { | |
| "weather": "foggy", | |
| "road_type": "highway", | |
| "surface_material": "asphalt", | |
| "surface_state": "dry" | |
| } | |
| } | |
| ] | |
| }, | |
| "0318_9_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773800343_420", | |
| "ts_end": "1773800441_010", | |
| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773800445_009", | |
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| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773800510_405", | |
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| "label": { | |
| "weather": "rainy", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
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| }, | |
| { | |
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| } | |
| ] | |
| }, | |
| "0318_10_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773814243_504", | |
| "ts_end": "1773814403_082", | |
| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773814407_481", | |
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| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
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| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
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| }, | |
| { | |
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| } | |
| ] | |
| }, | |
| "0318_11_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773819091_495", | |
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| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773819195_088", | |
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| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773819235_285", | |
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| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| } | |
| ], | |
| "ignored_frames": [ | |
| { | |
| "ts_start": "1773819192_288", | |
| "ts_end": "1773819194_988" | |
| }, | |
| { | |
| "ts_start": "1773819230_086", | |
| "ts_end": "1773819235_185" | |
| } | |
| ] | |
| }, | |
| "0318_12_dataset": { | |
| "ordered_segments": [ | |
| { | |
| "ts_start": "1773820774_295", | |
| "ts_end": "1773820798_788", | |
| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "asphalt", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773820802_088", | |
| "ts_end": "1773820834_886", | |
| "label": { | |
| "weather": "overcast", | |
| "road_type": "urban", | |
| "surface_material": "concrete", | |
| "surface_state": "wet" | |
| } | |
| }, | |
| { | |
| "ts_start": "1773820841_486", | |
| "ts_end": "1773820848_886", | |
| "label": { | |
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