Data → Model → Output → Feedback Loop (Production Workflow)

Computer Vision Mastery 17 min min read Updated: Mar 03, 2026 Beginner
Data → Model → Output → Feedback Loop (Production Workflow)
Beginner Topic 7 of 8

Data → Model → Output → Feedback Loop (Production Workflow)

Lifecycle

  1. Collect/label
  2. Train
  3. Evaluate
  4. Deploy
  5. Monitor drift
  6. Improve data

Common failure

Training-serving mismatch in preprocessing is a top production bug.

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