Assignment 12: Project Peer Reviews

Learning Goals

  • Understand new applications of neural networks.
  • Practice discussing ethical implications of artificial intelligence.

Grading Walk-Throughs

This assignment will be graded as “Nailed It” / “Not Yet”. You do not need to meet with a TA.

Overview

You will work on this assignment with your project group. Open gradescope now so that you can see what you’ll need to submit.

Review Prompts

Note the following while reading your classmates’ project reports.

  • What software/frameworks are they using?
  • What dataset are they using (what kind of dataset—image, language, tabular, etc.)?
  • What type of neural network (fully connected, CNN, RNN, transformer, GAN, etc.)?
  • What do they expect in terms of results?
  • What ethical implications can you identify (try to find some they don’t list)?
  • What did you find most confusing about their project?
  • What is a one sentence summary of their project?

You can be brief in your note-taking.

Review Pairing

Here is the list of all projects from this semester (randomly shuffled).

  1. Paycheck Protection Plan (PPP) Loan Fraud Detection Project Draft
  2. Driver Drowsiness Detection
  3. M.A.V.I.S My Average Very Intelligent System
  4. ODE Solver | Differential Equations Solver using Neural Networks
  5. Gaze Estimator
  6. Tintelligence: Developing a Neural Network to Colorize Black/White Photos and Videos
  7. AI-Powered Document Reader for Low-Vision Users

Your tasks for this assignment:

  1. Open gradescope, review the questions, and get into your groups.

  2. Read the current draft of the assigned report(s).

    • You’ll have about 15 minutes total for this task.
    • All group members will read the assigned report(s) individually.
    • See my comments on review prompts for guidance.
    • Discuss your notes within YOUR group.
    • Group assignment
      • Groups 1 and 2
      • Groups 3 and 4
      • Groups 5 and 6
      • Groups 7 and 8

  3. Share your group’s feedback with the other group.

    • You’ll have about 15 minutes total for this task.
    • Group assignment
      • Groups 1 and 2
      • Groups 3 and 4
      • Groups 5 and 6
      • Groups 7 and 8

  4. Read the current draft of the assigned report(s).

    • You’ll have about 15 minutes total for this task.
    • All group members will read the assigned report(s) individually.
    • See my comments on review prompts for guidance.
    • Discuss your notes within YOUR group.
    • Group assignment
      • Groups 1 and 3
      • Groups 2 and 4
      • Groups 5 and 7
      • Groups 6 and 8

  5. Share your group’s feedback with the other group.

    • You’ll have about 15 minutes total for this task.
    • Group assignment
      • Groups 1 and 3
      • Groups 2 and 4
      • Groups 5 and 7
      • Groups 6 and 8

Submitting Your Assignment

You will submit your responses on gradescope. Only one partner should submit. The submitter will add the other partner through the gradescope interface.

Additional details for using gradescope can be found here: