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What is MPDIoU: Enhanced Bounding Box Loss Function about?
The document introduces MPDIoU, a novel loss function for bounding box regression in object detection and instance segmentation, addressing limitations of existing loss functions that struggle with boxes of the same aspect ratio but different dimensions. MPDIoU simplifies the calculation of bounding box similarity by focusing on the minimum point distance between predicted and groundtruth boxes, leading to improved convergence speed and accuracy. Experimental results demonstrate that the proposed loss funct
- Author
- 2794411427
- Language
- EN