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Eric Liu edited this page Dec 5, 2018
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- Install dependency
- Following below command
> git clone https://github.com/eric612/MobileNet-YOLO.git
> cd $MobileNet-YOLO_root/
> mkdir build`
> cd build
> cmake ..
> make -j4
> make pycaffe
> cd $caffe_root/
> sh demo_yolo_lite.sh
Download lmdb
Unzip into $caffe_root/
Please check the path exist
"$caffe_root\examples\VOC0712\VOC0712_trainval_lmdb"
"$caffe_root\examples\VOC0712\VOC0712_test_lmdb"
Download pre-trained weights, and save at $caffe_root\models\MobileNet
> cd $caffe_root/
> sh train_yolov3_lite.sh
Generate anchors to increase performance
An example python code to generate yolo prototxt
Here has some issue which I'm not sure my implement was correct , if you have answers , please let me know
- Multiple resolution training : inference at resolution 608 do not get higher accuracy