Description
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
