Welcome to the French Playing Cards - Classification repository.
This project aims to develop a mobile app designed for blind individuals or those with vision difficulties who wish to enjoy playing cards. It features a comprehensive dataset, a classification model, and an interactive web application for classifying French playing cards. Below, you'll find detailed information on the dataset, the model, and how to use the application.
This repository includes the following main components:
- Dataset: French Playing Cards Dataset
- Model: Pre-trained model for classifying French playing cards
- App: Interactive web application for card classification
The dataset used in this project can be found on Hugging Face:
- Dataset URL: French Playing Cards Dataset
The classification model is a pre-trained neural network designed to accurately identify the suit and rank of French playing cards. The model is hosted on Hugging Face and can be accessed here:
- Model URL: French Playing Cards Classification Model
The model is trained to recognize the following categories:
- Suits: Coeur (Hearts), Carreau (Diamonds), Trèfle (Clubs), Pique (Spades)
- Ranks: As (Ace), 2, 3, 4, 5, 6, 7, 8, 9, 10, Valet (Jack), Dame (Queen), Roi (King)
An interactive web application has been created to allow users to upload images of French playing cards and get real-time classification results using the pre-trained model. The app is available on Hugging Face Spaces:
- Visit the App: Go to the French Playing Cards Classification App URL.
- Upload an Image: Click on the upload button to select an image of a French playing card from your device.
- Get Classification: Once the image is uploaded, the app will display the predicted suit and rank of the card.
Contributions are welcome! Please open an issue or submit a pull request if you have any suggestions or improvements.
This project is licensed under the MIT License. See the LICENSE file for details