Emotion Recognition in Real Time using CNN

Task

The goal of the project is to create a system that recognizes emotions in real time.

Ready to work application

To run the project simply execute the following commands in the root directory:

• unpack input.zip file
• pip install -r < requirements.txt
• python project.py

Training Models

To train our winning model:

• go to Google Colab
• import and run modelTrainer.ipynb file
• copy model.json and model_weights.h5 to input dir
• run: python project.py

To train other models we've researched for this project:

• visit https://drive.google.com/drive/folders/1jvm6o9fhMSMQubyOVV4_qzuqaFgQs__8?usp=sharing
• either download the directory you find interesting and run it locally
• or copy the directory to your Google Drive run the code using Google Colab