Includes individual assignments to develop DL/Computer Vision Models and final project.
Final project uses PyTorch model and visual-based approach with hand-tuned Python controller logic in order to "play" the Ice Hockey minigame in a modified version of PySuperTuxKart.
Convolutional network with a block-based structure was implemented, including Batch Normalization, Convolution, ReLU, as well as Binary Cross-Entropy Loss (BCE) in PyTorch framework
See the final project report and implementation in "final" folder.