Non-maximum Suppression (NMS) A technique that’s used after the region proposal step to eliminate duplicate bounding boxes and select the most relevant ones. The idea behind NMS is straightforward. It works by comparing the confidence scores of the proposed bounding boxes and eliminating the ones that overlap significantly with a higher-scoring bounding box. https://www.jeremyjordan.me/object-de..