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First Case Study of the book - A Guide to Applied Machine Learning for Biologists.

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Human Emotion Detection

GitHub code size in bytesGitHub repo sizeOpen in Spaces

This repository contains all the materials related to Case Study 1 in the book A Guide to Applied Machine Learning for Biologists. Use this link to access the dataset : https://www.kaggle.com/datasets/jonathanoheix/face-expression-recognition-dataset

Please make sure that you change the existing path specification with your custom directory path in the source code. I have deployed this CNN model on Gradio. Simply click on the Open in HF Spaces button to check it out.

CREDITS

  1. KISS Institute for Practical Robotics Face Detection Model – Harrcascade File (haarcascade_frontalface_default.xml)
  2. Kaggle Dataset – Face Expression Recognition