Ice Hockey Insights: Player Tracking with Computer Vision,CNNs and PyTorch
Using PyTorch, computer vision techniques, and a Convolutional Neural Network (CNN), I worked on a model that tracks players and teams, obtains basic performance statistics, and explores insights to help players improve their future performance.
Here is the quick guide to designing and deploying the model: