16-824: Visual Learning and Recognition

Fall 2021

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Homework 1: Object Classification with PyTorch

This homework is due on October 5, 2021. You will learn to train multi-label image classification models using the Pytorch framework. We will classify images from the FashionMNIST and PASCAL 2007 datasets into the object(s) present in the image.


Acknowledgements: This assignment was adapted from previous homework written by Yufei Ye and Sudeep Dasari, who in turn took code from the PyTorch tutorial. Many thanks to the original authors!