{"library":"faster-coco-eval","type":"library","category":null,"description":"Faster-COCO-Eval is a Python library that provides a highly optimized C++ implementation for COCO evaluation, offering significantly faster performance (3-4x speedup) compared to the standard pycocotools. It acts as a drop-in replacement, providing extended metrics, support for new IoU types, compatibility with various datasets (e.g., CrowdPose, LVIS), and advanced visualization tools. The library is actively maintained and continuously updated with new features and bug fixes, currently at version 1.7.2.","language":"python","status":"active","version":"1.7.2","tags":["computer vision","object detection","segmentation","keypoint detection","COCO","evaluation","metrics","performance"],"last_verified":"Sat May 23","install":[{"cmd":"pip install faster-coco-eval","imports":["from faster_coco_eval import COCO","from faster_coco_eval import COCOeval","from faster_coco_eval import COCOeval_faster","import faster_coco_eval\nfaster_coco_eval.init_as_pycocotools()","from faster_coco_eval.extra import Curves"]},{"cmd":"pip install faster-coco-eval[extra]","imports":[]}],"homepage":null,"github":"https://github.com/MiXaiLL76/faster_coco_eval","docs":null,"changelog":null,"pypi":"https://pypi.org/project/faster-coco-eval/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":8,"avg_import_s":0.35,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/faster-coco-eval/compatibility"}}