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Computer Vision Engineering
Module 5 of 8
5. Object Tracking (DeepSORT)
1. Detection vs Tracking
YOLO detects objects in every frame independently. Tracking assigns an ID (Car #1, Person #42) and keeps it across time.
2. Kalman Filters
Predicting where the object will be in the next frame to smooth out the movement.