COCO-CameraTrap Indexer. An extension to pycocotools including location and sequence indexing.
- Extends / Backwards compatable with pycocotools
- Indexing for Locations and Sequences
pip install pycococtfrompycococt.cococtimportCOCOCTds=COCOCT('path to COCO-CameraTrap')
# all the core indexes and helpers in pycocotoolsds.imgsds.annsds.catsds.catToImgsds.imgToAnns# with aditional camera trap indexesds.locs# = [# 'Location1',# 'Location2',# 'Location3',# ...# ]ds.locToImgs# = { 'Location1': {# 'imageid': {# 'id': 'imageid',# 'location': 'Location1',# 'height': ...# }# },# ...# }ds.locToSeqs# = {# 'Location1': [# 'seq id 1_1',# 'seq id 1_2',# ...# ],# 'Location2': [# 'seq id 2_1',# 'seq id 2_2',# ...# ]# ...# }ds.seqToImgs# = { 'sequence 1 id': [# {# 'id': 'image id',# ...# },# {# 'id': 'image id',# ...# },# ...# ],# 'sequence 2 id: [# ...# ]# ...# }- Collection of COCO-CameraTrap datasets available at https://lila.science/category/camera-traps/
- COCO-CameraTrap format definition
MIT