Kornia

Kornia is a high-performance, open-source computer vision library built on top of PyTorch. It is designed for differentiable image processing, geometric transformations, and real-time deep learning-based vision tasks, making it a preferred choice for AI research and production-level computer vision applications.

Features of Kornia:

• GPU-accelerated, differentiable image processing operations.
• Extensive modules for augmentation, filtering, geometry, and feature detection.
• Seamless integration with PyTorch training and inference pipelines.
• Real-time execution for image and video processing tasks.
• Modular and flexible API for building custom vision workflows.
• Support for both classical and deep-learning-based computer vision techniques.
• Active open-source community with continuous enhancements.

Usage Instruction:

$sudo su

$cd /root/kornia-project
$source venv/bin/activate
$python3 -c "import kornia; print(kornia.__version__)"

Disclaimer: Kornia is an open-source project under the Apache License 2.0. It is maintained by the Kornia community and provided "as is" without any warranty, express or implied. Users are responsible for complying with licensing terms and best practices while using Kornia.