kornia
Image processing library
A Python library providing differentiable image processing and geometric vision algorithms built on top of PyTorch for AI and machine learning applications.
Geometric Computer Vision Library for Spatial AI
10k stars
127 watching
971 forks
Language: Python
last commit: 10 days ago
Linked from 2 awesome lists
artificial-intelligencecomputer-visiondeep-learningimage-processingmachine-learningneural-networkpythonpytorchroboticsspatial-ai
vinta/awesome-python
jobbole/awesome-python-cnRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kraina-ai/srai | A Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks | 219 |
 nvidiagameworks/kaolin | A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools. | 4,497 |
 ika-rwth-aachen/cam2bev | Transforms images from multiple camera perspectives into semantically segmented bird's eye view images | 719 |
 jacobgil/pytorch-grad-cam | A package providing advanced explainability methods for deep learning models in computer vision | 10,575 |
 ai-forever/kandinsky-2 | A multilingual text2image latent diffusion model with improved aesthetics and controllability | 2,766 |
 nvidia/pix2pixhd | Generates photorealistic images from conditional inputs using deep neural networks | 6,667 |
 azavea/raster-vision | A framework and library for building computer vision models on large imagery sets using deep learning. | 2,082 |
 karoly-hars/gan_image_colorizing | This project explores image colorization using generative adversarial networks on the CIFAR10 dataset. | 11 |
 kanaries/rath | A platform for automating data exploration and analysis with augmented analytics | 4,268 |
 fnozarian/carla-kitti | Generates synthetic data from the CARLA simulator for KITTI 2D/3D Object Detection tasks. | 39 |
 gorgonia/gorgonia | A low-level machine learning and graph computation library for Go. | 5,555 |
 nvlabs/ffhq-dataset | A high-quality image dataset of human faces created to benchmark generative adversarial networks. | 3,746 |
 cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,957 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |
| nvlabs/imaginaire | A PyTorch library providing optimized implementations of image and video synthesis methods developed at NVIDIA. | 4,015 |