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Object detection evaluation - FROC analysis
May 1, 2024, 8:26 p.m. | /u/qbeer666
Computer Vision www.reddit.com
way back (\~2 years ago) I've noticed that there is no easily available Free-response Receiver Operating Characteristic curve evaluator for COCO like detections. The mAP, recall and precision scores are always reported in COCO metrics but that is not so intuitively understandable.
Recently with a grad-student we updated the code and we have released just today:
GitHub: [https://github.com/qbeer/coco-froc-analysis](https://github.com/qbeer/coco-froc-analysis)
Docs: [https://qbeer.github.io/coco-froc-analysis/coco\_froc\_analysis.html](https://qbeer.github.io/coco-froc-analysis/coco_froc_analysis.html)
*You can basically provide detection results from Detectron(2), OpenMMLab MMDetection and evaluate it agains the ground-trurth.* You can also …
analysis coco code computervision detection evaluation free map metrics object precision recall
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