https://github.com/chethannazre/facial-emotion-recognition

Facial expression detection using PyCharm and Machine Learning
https://github.com/chethannazre/facial-emotion-recognition

ai machine-learning pycharm python

Last synced: 5 days ago
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Facial expression detection using PyCharm and Machine Learning

• Host: GitHub
• URL: https://github.com/chethannazre/facial-emotion-recognition
• Owner: ChethanNazre
• Created: 2024-06-21T20:51:27.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-07-10T18:13:12.000Z (4 months ago)
• Last Synced: 2024-10-16T21:45:20.313Z (20 days ago)
• Topics: ai, machine-learning, pycharm, python
• Language: Python
• Homepage:
• Size: 9.77 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Facial-Emotion-Recognition

Facial expression detection using PyCharm and Machine Learning

Facial Emotion Recognition Project

Overview

This project aims to recognize facial emotions from images or videos using deep learning techniques. It utilizes computer vision methods to detect and classify emotions based on facial expressions.

Features

Facial Detection: Detects faces in images or videos.

Emotion Classification: Classifies emotions (e.g., happy, sad, angry) based on facial expressions.

Real-time Processing: Capable of processing frames in real-time for live video analysis.

Model Customization: Easily replace or fine-tune the emotion recognition model with your own data or architecture.

Requirements

PyCharm

Data

Install dependencies:

Copy code

pip install scikit-learn==1.4.0

pip install mediapipe==0.10.9

pip install opencv-python==4.9.0.80

pip install numpy==1.26.3

License

This project is licensed under the MIT License - see the LICENSE file for details.