FastAI With TPU In PyTorch For Multiclass Image Classification

Computer vision is one of the most trending subfields in Artificial Intelligence because of its wide variety of applications. In some domains, they even suppress human intelligence in recognising images with speed and accuracy. In this article, we will demonstrate one of the most popular computer vision applications -- multiclass image classification problems using fastAI library and TPU as the hardware accelerator. TPU, or Tensor Processing Unit accelerates the training process of heavy deep learning models. We use image classification for recognising objects in the image and can be used in detecting brand names using logo, classifying objects, etc.