Ludwig Image Recognizer is a deep learning project for character recognition in images. The main goal of this project is to recognize characters from the popular TV show "The Simpsons." The model is trained on a large dataset of Simpson character images, allowing it to accurately identify various characters from the show.
- State-of-the-art deep learning model for character recognition.
- Supports recognition of a wide range of Simpsons characters.
- Easy-to-use API for predicting character labels from new images.
- Pre-trained model checkpoint for quick deployment.
To use Ludwig Image Recognizer, follow these simple installation steps:
- Clone this repository to your local machine.
- Install the required dependencies using
pip:pip install ludwig
Follow these steps in the Docs folder to use Ludwig Image Recognizer.
The dataset used for training Ludwig Image Recognizer consists of thousands of images of Simpsons characters. The dataset was taken from Kaggle: The Simpsons Characters Dataset. Each character's image is labeled with the corresponding character name. The model has been trained extensively on this dataset to achieve high accuracy in character recognition.
We welcome contributions to Ludwig Image Recognizer! If you have any ideas, bug fixes, or improvements, feel free to open an issue or submit a pull request.
This project is made by members of Antbit team (antbit.io).
- Thanks to the creators of Ludwig, an amazing deep learning framework that made this project possible.
- The Simpsons for providing a delightful and diverse set of characters for this recognition task.
Have fun recognizing your favorite Simpsons characters with Ludwig Image Recognizer! If you have any questions or need assistance, feel free to reach out to us. Happy character recognition! 🎉