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nerual-networks

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A snake game to be played manually or to be tested against a neural network algorithm. The neural network is configurable on the ui. Extended statistics about game data can be provided via webserver interface. Additionally, a demo mode with a trained neural network is implemented.

  • Updated Jul 9, 2021
  • Java

Implemented diverse neural network concepts including image classification, kNN, SVM, and advanced techniques like convolutional nets and style transfer for image processing and analysis. Experimented with architectures, regularization methods, and applications such as image captioning and generation.

  • Updated Feb 2, 2024
  • Jupyter Notebook

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