Image Classification involves around extraction of classes from all the pixels in a digital image. In this story, we are going into classify the images from cifar100 dataset using Convolutional Neural Networks.

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Now let’s get into it.

Introduction to Convolutional Neural Networks

The idea between convolutions is the use of image kernel. …


An short introduction about PyTorch and the chosen functions.

  • erfinv
  • linspace
  • transpose
  • quasirandom.SobolEngine
  • lgamma

What do you want to know about Pytorch?

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab (FAIR). It is free and open-source software released under the Modified BSD license.

How do you install Pytorch?

For windows,

!pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

For MAC OS,

!pip install numpy torch torchvision torchaudio

For Linux,

!pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

Priyansh Warke

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