DPNet: Dual-Path Network for Real-time Object Detection with Lightweight Attention

Benchmark Model Rank Results
object-detection-on-pascal-voc-2007DPNet#15MAP: 79.2%
real-time-object-detection-on-coco-test-devDPNet (320px, IN-21K pretrained backbone)#23box AP: 30.5FPS (batch 1, GPU in brackets): 164 (RTX 2080Ti)
real-time-object-detection-on-coco-test-devDPNet (320px, IN-1K pretrained backbone)#24box AP: 30.2FPS (batch 1, GPU in brackets): 164 (RTX 2080Ti)
real-time-object-detection-on-coco-test-devDPNet (320px)#25box AP: 29.6FPS (batch 1, GPU in brackets): 164 (RTX 2080Ti)