This page lists some of the projects related to deep learning that you can explore or contribute to.
- Neural Network Image Classifier
- Reinforcement Learning for Video Games
- Natural Language Processing with Deep Learning
Neural Network Image Classifier
An image classification project using a neural network. The project uses a dataset of labeled images to train a model that can classify new images into various categories.
- Dataset: MNIST
- Framework: TensorFlow/Keras
- Language: Python
Reinforcement Learning for Video Games
This project aims to teach an agent to play video games using reinforcement learning techniques. The agent learns to play games like Space Invaders and Pong by interacting with the environment.
- Environment: OpenAI Gym
- Framework: PyTorch
- Language: Python
Natural Language Processing with Deep Learning
A natural language processing project that focuses on sentiment analysis using deep learning techniques. The project uses a pre-trained model to classify text into positive, negative, or neutral sentiment.
- Dataset: IMDB Reviews
- Framework: Hugging Face Transformers
- Language: Python
For more information on deep learning projects, you can visit our Deep Learning Resources.