Welcome to Module 7 — CV production & deployment
Before we begin
You can train a model in a notebook. Production means reliable latency, monitoring, and updates when the world changes.
Module 7 covers serving, edge optimization, drift, and a deployed inference API project.
What Module 7 covers
| Lesson | Topic |
|---|---|
| 1 | Model serving for vision |
| 2 | Edge deployment & optimization |
| 3 | Monitoring, drift & retraining |
| Quiz | 15 MCQs |
| Project | Vision inference API |
Prerequisites: Module 3 classifier project (ONNX export helpful). Module 4 detector optional.