# 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