[Solved] ECE495-Assignment 3 Training a Deep Network for Semantic Segmentation

• Learn PyTorch and helper libraries
• Understand VOC Semantic Segmentation Dataset
• Create data transforms to augment the dataset
• Create the neural network
• Train and evaluate the neural network

Resources and Instructions Environment Setup:

We recommend using Google Colab to complete this assignment.

Upload the assignment ipynb file to google collab

• Runtime -> change runtime type
• Set hardware accelerator to GPU

Assignment:

Complete the two sections within the ipynb assignment file and run all cells. Reviewing the tutorial powerpoint and mnist ipynb file will be helpful.

Deliverable HTML output:

In the Jupyter notebook, go to File > Download as > HTML (.html) Submit a ZIP file containing the

HTML output. Please follow the naming convention of your zip file: a3_<user_id>.zip