This repository provides code samples and documentation for building computer vision systems using PyTorch as the underlying framework. It covers common visual recognition tasks such as image classification, object detection, and image similarity, along with guidance on operationalizing these models at scale. The project includes reusable utilities for loading image data, optimizing and evaluating models, and deploying to cloud infrastructure.