In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).
tracker
object-detection
object-tracking
single-object-tracking
intersection-over-union
mean-average-precision
learning-rates
yolov8
yolov8n
yolov8s
botsort
bytetracker
yolov8m
yolov8l
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Updated
Jan 16, 2024 - Jupyter Notebook