/yolov3-face-mask-detector

YOLOv3 weight for face mask detector.

Face Mask Detector

example

The file require to make face mask detector based on YoloV3. Download all files and put it in darknet directory.

Usage

Training

  1. Open powershell
  2. Go to darknet directory
  3. Type this code in powershell
./darknet.exe detector train data/obj.data cfg/yolov3-custom.cfg darknet53.conv.74

After finished the training, the weight files will be saved in /backup folder

Detection

  1. Open powershell
  2. Go to darknet directory
  3. Type this code in powershell
#Image File
./darknet.exe detector test data/obj.data cfg/yolov3-custom.cfg backup/yolov3-custom_last.weights [file-path/filename].jpg

#Video
./darknet.exe detector test data/obj.data cfg/yolov3-custom.cfg backup/yolov3-custom_last.weights [file-path/filename].mp4 -out_filename [output filename you want].avi

Detection in Video

example