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FER-2013 VGGNet Application

This is an simple GUI application based on pyQt5.

Usage

  1. Download Our pretrained model "100-epoch-VGG" here or train one by yourself.
  2. Run python main.py and select "MYVGG" model via the "Load model" button. You can also load your own model via this button too.
  3. Click the "Test random dataset image" to show the result of a random image from test dataset.
  4. Show the result of a user-preovided image via the "Test image" button.
  5. Show the result of real-time camera detector via the "Real-time camera detect" button.

FER-2013 ResNet Application

  1. Download our pretrained ResNet34V2 here.
  2. Run python main_resnet.py and select ResNet34V2 via the "Load model" button.
  3. to 5. are the same usage as the VGGNet application.