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facial-expression-recognition-with-keras's Introduction

Usage

Download/Clone the repository, navigate to the folder and:
Run the Python notebook, to generate the model.json file, and the model_weights.h5 file.
Then run command:

python main.py

Serves on https://localhost:5000.

Change the video stream/file

Change video/image stream for face recognition from the file camera.py. Navigate to the line:

self.video = cv2.VideoCapture("presidential_debate.mp4")

Replace presidential_debate.mp4 with a file of your choice, or enter 0 for webcam input.

Get the dataset here:

You can get it off Kaggle, here.
I used the distribution available on Coursera, where they already divide the dataset according to its class into its specific folder.

facial-expression-recognition-with-keras's People

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