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Showing content from https://github.com/eric612/Mobilenet-YOLO-Pytorch below:

eric612/Mobilenet-YOLO-Pytorch: Include mobilenet series (v1,v2,v3...) and yolo series (yolov3,yolov4,...)

A pytorch implementation of MobileNet-YOLO detection network , train on 07+12 , test on VOC2007 (imagenet pretrained , not coco)

Network mAP Resolution download MobileNetV2 72.1 352 checkpoint
  1. Download dataset VOCdevkit/ , if already have , please skip this step
sh scripts/VOC2007.sh
sh scripts/VOC2012.sh
  1. Create lmdb
  1. Start training

see branch

Hyper parameter optimization
nnictl create --config config.yml

Download checkpoint, and save at $Mobilenet-YOLO-Pytorch/checkpoints/bdd100k/model_best.pth.tar

AlexeyAB

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