Training a deep network for semantic segmentation
Objective
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
