CocoEvalPlus A high-level encapsulation for evaluating detection on the Microsoft COCO dataset. It's based on pycocotools.cocoeval. Features confusion matrix every category metrics (ap ar) summary metrics (map mar) visualization utils Intuitive Results Example of usage All examples are shown in Test.ipynb References https://github.com/svpino/tf_object_detection_cm/blob/master/confusion_matrix.py cocodataset/cocoapi#282 https://www.osgeo.cn/matplotlib/gallery/images_contours_and_fields/image_annotated_heatmap.html