Faster COCO Evaluation
JSON →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.
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API endpoints
full doc /v1/registry/faster-coco-eval
compatibility /v1/registry/faster-coco-eval/compatibility