readme: ---
  datasets:
  - CIFAR10
  license: mit
  ---
  
  [Paper](https://arxiv.org/abs/2103.06255) | [Keras Tutorial](https://keras.io/examples/vision/involution/)
  
  Author: [Aritra Roy Gosthipaty](https://twitter.com/ariG23498)
  
  
  ## Convolution Kernel
  ![conv](https://i.imgur.com/Y7xVrwb.png)
  
  ## Involution Kernel
  ![inv](https://i.imgur.com/jHIW26g.png)