Skip to content

Simpson character face recognition using OpenCV & CNN. Detects Homer, Marge, Bart, etc. From Kaggle dataset. Includes Jupyter notebook + trained model.

Notifications You must be signed in to change notification settings

najahaja/simpsons-character-recognition

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

11 Commits
Β 
Β 
Β 
Β 
Β 
Β 

Repository files navigation

Simpson Face Recognition using OpenCV and Deep Learning

A deep learning project that recognizes characters from The Simpsons using OpenCV for face detection and TensorFlow/Keras for CNN-based classification.

πŸ“Œ Features

  • Detects and classifies faces of Simpson characters (Homer, Marge, Bart, etc.).
  • Uses OpenCV for preprocessing and Haar Cascades/MTCNN for face detection.
  • CNN model built with TensorFlow/Keras for accurate recognition.
  • Supports image inputs and real-time webcam detection (if applicable).

πŸ› οΈ Installation

  1. Clone the repository:
    git clone https://github.com/yourusername/simpsons-face-recognition.git
    cd simpsons-face-recognition
  2. Install dependencies:
      pip install -r requirements.txt
    
    

πŸ“‚ Dataset

This project uses the "Simpson Faces" dataset from Kaggle.
You can download it here:
πŸ”— Kaggle Dataset Link

License (## πŸ“œ License)

## πŸ“œ License

This project is licensed under the MIT License. See [LICENSE](LICENSE) for details.

About

Simpson character face recognition using OpenCV & CNN. Detects Homer, Marge, Bart, etc. From Kaggle dataset. Includes Jupyter notebook + trained model.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published