Detect Emotions in Real-Time with OpenCV

Опубликовано: 21 Октябрь 2024
на канале: The Assembly

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In a previous session in March, we showed you how to train a CNN (Convolutional Neural Network) using TensorFlow to detect human emotions from facial expressions with great accuracy (link to session:    • Detect Emotions with Convolutional Ne...  )

In this workshop, we’ll take our deep learning model live by integrating it with OpenCV to process real-time video. We’ll capture expressions directly from the webcam and run them through our CNN to get a reading on mood and emotion instantly.

Prerequisites:
—Python (https://www.python.org/downloads/)
—Visual Studio Code (https://code.visualstudio.com/download)

GitHub link: https://github.com/The-Assembly/Detec...

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0:00 1. Intro
2:02 2. Workshop overview
2:22 3. Intro to Neural Networks
7:40 4. What is OpenCV?
10:17. 6. Import the files on Colab
14:07 7. Get the model and weights
16:45 8. Capture the facial expressions
37:36 9. Test the model (output)
38:44 10. Outro

#OpenCV #DataScience