Kornia: an Open Source Differentiable Computer Vision Library for PyTorch.
Edgar RibaDmytro MishkinDaniel PonsaEthan RubleeGary R. BradskiPublished in: CoRR (2019)
Keyphrases
- open source
- computer vision
- cross platform
- open source software
- source code
- image processing
- object detection
- pattern recognition
- object recognition
- computer vision algorithms
- case study
- image sequences
- software package
- vision system
- objective function
- image features
- machine learning
- three dimensional
- signal processing
- image segmentation
- virtual environment
- shape matching
- image matching
- face detection
- neural network
- computational geometry
- computer vision systems
- data mining
- information retrieval
- computer graphics
- loss function
- artificial neural networks
- high level
- database systems
- motion estimation
- data sets
- mobile robot
- optical flow