rafaelpadilla/Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

average-precisionbounding-boxesmean-average-precisionmetricsobject-detectionpascal-vocprecision-recall

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 11 days ago.

	Repository	Stars	Language	License	Activity
1	ultralytics/ultralyticsUltralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose esti	★ 62.6k	Python	AGPL-3.0	Active
2	ultralytics/yolov5Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.	★ 58.2k	Python	AGPL-3.0	Active
3	roboflow/supervisionWe write your reusable computer vision tools. 💜	★ 51.2k	Python	MIT	Active
4	blakeblackshear/frigateNVR with realtime local object detection for IP cameras	★ 36.7k	Python	MIT	Active
5	open-mmlab/mmdetectionOpenMMLab Detection Toolbox and Benchmark	★ 33k	Python	Apache-2.0	Stale
6	WZMIAOMIAO/deep-learning-for-image-processingdeep learning for image processing including classification and object-detection etc.	★ 26.4k	Python	GPL-3.0	Slowing
7	matterport/Mask_RCNNMask R-CNN for object detection and instance segmentation on Keras and TensorFlow	★ 25.6k	Python	Other	Stale
8	microsoft/Swin-TransformerThis is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".	★ 16.1k	Python	MIT	Archived