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mobilenet-yolov3-lite-trt

mobilenet-yolov3-lite-trt

Currently , this model can not run on TensorRT , do not use

COCO

network mAP (IOU 0.5) resolution netscope Inference time
MobileNet-YOLOv3-Lite 34.2 320 graph 3.20 ms
MobileNet-YOLOv3-Lite 37.5 416 graph 4.78 ms
  • MobileNet-YOLOv3-Lite pre-trained weights use caffemodel

Modify items

  • Remove group convolution when upsample
  • Remove maxpooling
  • Add 1x1 convolution