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YOLOv8 Object Tracking Course
Introduction Object Tracking
Course Introduction (1:08)
Prerequisites and Frameworks (2:51)
Object Detection & Tracking (3:47)
Object Tracking Algorithms
Overview Object Trackers (9:36)
Kalman Filter (6:26)
Extended Kalman Filter (5:08)
Unscented Kalman Filter (4:46)
SORT (6:05)
DeepSORT (8:09)
Train Custom YOLOv8 Model
Get Dataset (1:54)
Train YOLOv8 Model (2:23)
Implement Object Trackers
YOLOv8 Object Detection (8:56)
Kalman Filter Implementation (3:51)
SORT Implementation (7:29)
SORT Object Tracking (6:25)
DeepSORT Implementation (9:30)
DeepSORT Object Tracking (4:05)
Summary
Implement Additional Trackers (1:49)
Create Projects & Applications (2:18)
Course Summary (1:42)
SORT Implementation
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