Computer Vision

Motion Tracking

Mastering the judgment required for advanced motion tracking in computer vision, focusing on ambiguous scenarios, trade-offs, and long-term consequences.

Goal:

Learn how movement is followed across frames.

3Lessons

6Micro-lessons

AdvancedDifficulty

Lesson 1

Ambiguity in Object Identity

Navigating uncertainty when object identity is unclear across frames.

Start2 Micro-lessons

Micro lesson 1

When Two Objects Merge

Micro lesson 2

Identity Switch After Overlap

Lesson 2

Occlusion and Reappearance

Judging when to maintain or drop a track during occlusion events.

Start2 Micro-lessons

Micro lesson 1

Partial Occlusion: Wait or Drop?

Micro lesson 2

False Positives After Reappearance

Lesson 3

Scaling and Drift Over Time

Recognizing and restraining from over-correcting drift and scaling errors.

Start2 Micro-lessons

Micro lesson 1

Accumulated Drift: Correction or Acceptance?

Micro lesson 2

Scaling Errors: Intervention Timing