Project for the subject of computer vision
input.zip | ||
modelTrainer.ipynb | ||
project.py | ||
README.md | ||
requirements.txt |
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
andmodel_weights.h5
toinput
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