rohwid / emotion-recognition

Try CNN, VGG and MobileNet for emotion detection

Download Datasets

Use this link to download the datasets.

Datasets Content

Here's the datasets content:

• fer2013_7_emotions.7z
• fer2013_5_emotions.7z
• fer2013_csv_7_emotions.7z

Extract and open! You will be find a folder named datasets. And here's the things thats you should deal with the folder.

1. fer2013_7_emotions

Move the folder named datasets to this specific project folder:

• 7_emotions_mobilenet
• 7_emotions_vgg

2. fer2013_5_emotions

Move the folder named datasets to this specific project folder:

• 5_emotions_mobilenet
• 3_emotions_vgg

3. fer2013_csv_7_emotions

Move the folder named datasets to this specific project folder:

• 7_emotions_cnn

How to Run the project

In each project folder there's a file named begin with emotion or emotion_bla.. bla.py. That's the file to does the training process with datasets with you've placed in there before.

$ python emotion_bla bla.py

And the file named begin with stream or stream_bla.. bla.py. That's the file to does the realtime testing with the hardcascade file and the *.h5 or *.json as the result of the training process.

$ pyhton stream_bla.. bla.py

Hopefully you know what I mean :)