Keras Projects for Deep Learning Enthusiasts 🤖

Here are some inspiring Keras projects to explore in the realm of deep learning:

  • Image Classification
    Train a CNN on CIFAR-10 dataset using Keras.

    image_classification
    [Check out our tutorial on CNNs](/en/tutorials/cnn-image-classification)

  • Time Series Forecasting
    Build an LSTM model for stock price prediction.

    time_series_forecasting
    [Explore LSTM implementations](/en/resources/deep-learning/keras-lstm)

  • Generative Adversarial Networks (GANs)
    Create a GAN to generate synthetic images.

    generative_adversarial_networks
    [Learn more about GANs](/en/guides/gans-101)

  • Natural Language Processing (NLP)
    Develop a transformer-based text generator.

    natural_language_processing
    [View NLP examples](/en/resources/deep-learning/keras-nlp)

💡 Need help choosing a project? Browse our curated list for beginner to advanced topics!