Capstone: Responsible Vision Workflow

In this capstone you will build a vision workflow end to end and publish it with its dataset limits, its per-class error analysis, and a clear statement of the decisions it must not be used to make.

Units

1. Unit 12.00: Scoping the vision task and its refusals
2. Unit 12.01: Building the dataset with its splits and audit
3. Unit 12.02: Training against a baseline you must beat
4. Unit 12.03: Evaluating per slice, not just overall
5. Unit 12.04: The model card and the limits you accept

Module work

• Activity
• Knowledge check
• Summary