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yolo_lite

Deploy model

network mAP resolution macc param pruned
MobileNetV2-YOLOv3 0.707 352 1.22G 4.05M N
MobileNetV2-YOLOv3 0.702 352 1.01G 2.88M Y

The bias_term error was cause from dismatch caffemodel , please make sure your model was merged batchnorm or not

  • yolov3_m2.prototxt : merged

  • yolov3_lite_deploy.prototxt : not merged

  • yolov3_lite_deploy_pruned.prototxt : not merged and channel pruned

See issue :

#42

#50

Download weights

yolov3_m2

yolov3_lite_deploy

yolov3_lite_deploy_pruned

Pre-trained ilsvrc2012 weights

MobileNetV2

Converted from PytorchToCaffe