Project for the subject of computer vision
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2023-02-02 03:49:34 +01:00
input.zip add the best model 2023-02-01 17:24:31 +01:00
modelTrainer.ipynb add the best model 2023-02-01 17:24:31 +01:00
project.py add the best model 2023-02-01 17:24:31 +01:00
README.md include link to other trainable models on google drive 2023-02-02 03:49:34 +01:00
requirements.txt add the best model 2023-02-01 17:24:31 +01:00

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: