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Fashion MNIST classification using custom PyTorch Convolution Neural Network (CNN) 6 minute read Hi, in today's post we are going to look at image classification using a simple PyTorch architecture. We're going to use the Fashion-MNIST data, which is a famous benchmarking dataset. Below is a brief summary of the Fashion-MNIST.