Kornia: an Open Source Differentiable Computer Vision Library for PyTorch.
Edgar RibaDmytro MishkinDaniel PonsaEthan RubleeGary R. BradskiPublished in: WACV (2020)
Keyphrases
- open source
- computer vision
- cross platform
- open source software
- pattern recognition
- software package
- computer vision systems
- computer graphics
- image understanding
- source code
- image matching
- object recognition
- vision system
- artificial intelligence
- case study
- image analysis
- loss function
- object detection
- camera calibration
- perceptual organization
- real time
- image processing
- objective function
- image segmentation
- website
- databases
- real world
- information retrieval
- computer vision algorithms
- scene analysis
- web services
- object tracking
- pairwise
- optical flow
- pose estimation
- motion estimation
- signal processing