/Neural-Networks

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.

Primary LanguageJupyter Notebook

Neural-Networks

Comprehensive exploration, implementation, and experimentation of the following concepts:

  1. Image Classification, kNN, SVM, Softmax, Neural Network
  2. Fully-Connected Nets, Batch Normalization, Dropout, Convolutional Nets
  3. Image Captioning, Image Generation, Style Transfer