Datasets:
Tasks:
Image Segmentation
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
License:
| { | |
| "dataset": "nuScenes-NRS", | |
| "release_version": "1.0.0", | |
| "source": { | |
| "dataset": "nuScenes v1.0-trainval plus the matching lidarseg release", | |
| "raw_data_redistributed": false, | |
| "camera": "CAM_FRONT", | |
| "lidar": "LIDAR_TOP" | |
| }, | |
| "distribution": { | |
| "format": "ZIP archives containing masks/<sample-token>.png", | |
| "training_archive": "training/masks.zip", | |
| "validation_archive": "validation/masks.zip", | |
| "unpacked_layout": "training/masks/*.png and validation/masks/*.png" | |
| }, | |
| "mask": { | |
| "format": "PNG", | |
| "dtype": "uint8", | |
| "channels": 3, | |
| "resolution": [ | |
| 1600, | |
| 900 | |
| ], | |
| "encoding_rgb": { | |
| "road": [ | |
| 255, | |
| 0, | |
| 0 | |
| ], | |
| "background": [ | |
| 0, | |
| 0, | |
| 0 | |
| ] | |
| }, | |
| "filename": "<sample-token>.png" | |
| }, | |
| "generation": { | |
| "lidarseg_class": 24, | |
| "lidarseg_class_name": "drivable_surface", | |
| "projection": "LiDAR_TOP -> ego -> global -> camera ego -> CAM_FRONT", | |
| "delaunay_max_edge_px": 40.0, | |
| "closing_kernel": [ | |
| 15, | |
| 15 | |
| ], | |
| "closing_iterations": 2, | |
| "douglas_peucker_factor": 0.01, | |
| "minimum_contour_area_px": 1000, | |
| "erosion_kernel": [ | |
| 5, | |
| 5 | |
| ], | |
| "erosion_iterations": 1 | |
| }, | |
| "splits": { | |
| "training": { | |
| "mask_count": 3182, | |
| "scene_count": 79, | |
| "scene_tokens_sha256": "34653c561c01277dab77d306cd5b6b30f8eb43bc997433742d811f718c2959b1", | |
| "scene_names": [ | |
| "scene-0992", | |
| "scene-0994", | |
| "scene-0995", | |
| "scene-0996", | |
| "scene-0997", | |
| "scene-0998", | |
| "scene-0999", | |
| "scene-1000", | |
| "scene-1001", | |
| "scene-1002", | |
| "scene-1003", | |
| "scene-1004", | |
| "scene-1005", | |
| "scene-1006", | |
| "scene-1007", | |
| "scene-1008", | |
| "scene-1009", | |
| "scene-1010", | |
| "scene-1011", | |
| "scene-1012", | |
| "scene-1013", | |
| "scene-1014", | |
| "scene-1015", | |
| "scene-1016", | |
| "scene-1017", | |
| "scene-1018", | |
| "scene-1019", | |
| "scene-1020", | |
| "scene-1021", | |
| "scene-1022", | |
| "scene-1023", | |
| "scene-1024", | |
| "scene-1025", | |
| "scene-1044", | |
| "scene-1045", | |
| "scene-1046", | |
| "scene-1047", | |
| "scene-1048", | |
| "scene-1049", | |
| "scene-1050", | |
| "scene-1051", | |
| "scene-1052", | |
| "scene-1053", | |
| "scene-1054", | |
| "scene-1055", | |
| "scene-1056", | |
| "scene-1057", | |
| "scene-1058", | |
| "scene-1059", | |
| "scene-1060", | |
| "scene-1061", | |
| "scene-1062", | |
| "scene-1063", | |
| "scene-1064", | |
| "scene-1065", | |
| "scene-1066", | |
| "scene-1067", | |
| "scene-1068", | |
| "scene-1069", | |
| "scene-1070", | |
| "scene-1071", | |
| "scene-1072", | |
| "scene-1073", | |
| "scene-1074", | |
| "scene-1075", | |
| "scene-1076", | |
| "scene-1077", | |
| "scene-1078", | |
| "scene-1079", | |
| "scene-1080", | |
| "scene-1081", | |
| "scene-1082", | |
| "scene-1083", | |
| "scene-1084", | |
| "scene-1085", | |
| "scene-1086", | |
| "scene-1087", | |
| "scene-1088", | |
| "scene-1089" | |
| ], | |
| "token_list": "splits/training.txt", | |
| "mask_directory": "training/masks", | |
| "token_list_sha256": "a81759c52dcfab1941496259a27a464b3e7c2bc633101fd715e51a8c754ee4cb" | |
| }, | |
| "validation": { | |
| "mask_count": 805, | |
| "scene_count": 20, | |
| "scene_tokens_sha256": "eab20ddb461e4ac410d86196d351e07d6ac6e56ac18dc10af15b6e3d691e62b4", | |
| "scene_names": [ | |
| "scene-1090", | |
| "scene-1091", | |
| "scene-1092", | |
| "scene-1093", | |
| "scene-1094", | |
| "scene-1095", | |
| "scene-1096", | |
| "scene-1097", | |
| "scene-1098", | |
| "scene-1099", | |
| "scene-1100", | |
| "scene-1101", | |
| "scene-1102", | |
| "scene-1104", | |
| "scene-1105", | |
| "scene-1106", | |
| "scene-1107", | |
| "scene-1108", | |
| "scene-1109", | |
| "scene-1110" | |
| ], | |
| "token_list": "splits/validation.txt", | |
| "mask_directory": "validation/masks", | |
| "token_list_sha256": "4dbd6b4fd6471204fc728c93effbfb9febbcf512b504e8346c1f5dccbc1f5b35" | |
| } | |
| }, | |
| "split_policy": { | |
| "scene_disjoint": true, | |
| "training_scene_count": 79, | |
| "validation_scene_count": 20 | |
| } | |
| } | |