CSCI 649 - Neural Networks for Computer Vision

Foundations and implementations of neural networks (NN) algorithms in computer vision. Topics include basics of computer vision and machine learning, optimization and regularization of NN, variants of convolutional networks, RNNs, LSTM, Autoencoders and GANs. Training, implementation and evaluation of NN algorithms.

Prerequisites & Notes
PRQ: CSCI 503 and CSCI 644; or consent of department.

Credits: 3