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RimTouny / Single-Object-Tracking-with-Yolov8

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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
  • Updated Jan 16, 2024
  • Jupyter Notebook

Yghan31 / multi-tracking-YOLOv8-ByteTrack

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This demo is a simple software that I created using my studies and courses. It's designed for real-time object detection and tracking in video streams, using YOLOv8 for detection and ByteTrack for multi-object tracking. It is suitable for tracking objects in video footage, and can run on both GPU and CPU.

opencv pytorch yolo object-detection pose-estimation region-of-interest onnx real-time-object-detection pose-tracking bytetrack yolov8 botsort animals-tracking objects-tracking
  • Updated May 10, 2025
  • Python

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