image-processing Tools

Kornia is a geometric computer vision library for PyTorch that provides a comprehensive set of differentiable operators. It solves the problem of integrating traditional vision algorithms into modern deep learning pipelines by making them GPU-accelerated, batched, and fully differentiable. It's designed for researchers, engineers, and practitioners working on spatial AI, robotics, and any application requiring computer vision within a PyTorch ecosystem.

Supervision is a Python library providing a comprehensive set of ready-to-use tools for building and deploying computer vision applications. It solves the problem of repetitive boilerplate code in tasks like object detection, tracking, and annotation, accelerating development. It's designed for AI engineers, researchers, and developers who need reliable, modular components to streamline their computer vision pipelines.