Implementation of convolution layer in different flavors

A Numpy implementation of a Convolutional Neural Network: slow & fast (im2col/col2im).

Convolutions and more as einsum for PyTorch

fast 2D convolution implementation benchmark

Accelerating convolution using numba, cupy and xnor in python

🚀An implicit im2col supporting backpropagation on CUDA, and a CNN backpropagation framework.

Fast bare-bones implementation of convolutional layers, residual blocks, Adam optimizer, backpropagation and custom accuracy and loss functions (F1 score per pixel and binary-crossentropy)