Top PyTorch based projects to try out in 2022

April 30, 2025

Table of Contents

PyTorch- 

PyTorch is a convolution neural network to develop image classification, object detection, and generative application. Using PyTorch, a programmer can process images and videos to develop a highly accurate and precise computer vision model.

Top PyTorch based projects to try out in 2022 are-

  • CycleGAN for Image-to-Image Translation- 

Cycle Generative Adversarial Network or CycleGAN is a technique for automatic training of image-to-image translation models without using paired examples. CycleGAN is made of two kinds of networks–discriminators and generators.

  • One Net- 

It is an end-to-end fully convolutional system which eliminates the requirement of techniques such as non-maximal suppression. Instead, it introduces new techniques such as non-maximal suppression. 

  • PyText

PyText includes a large portfolio of NLP tasks such as text classification, word tagging, semantic parsing, and language modeling which streamline the implementation of NLP workflows.

  • Artline- 

ArtLine uses deep learning algorithms to produce quality line art portraits. Built using the APDrawing dataset and Anime line art pair, this project generates better high-quality images than the existing methods using PyTorch and Fastai libraries.

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