i have used 6 defect types which are common in pipeline defect detection.
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May 29, 2024 - Python
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yolov8l
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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
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Jan 16, 2024 - Jupyter Notebook
Process any video file with YOLOv8l to detect all 80 COCO object classes, save annotated output video with bounding boxes, confidence scores, and per-class statistics.
python opencv computer-vision deep-learning video-processing yolo object-detection yolov8l all-classes
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May 14, 2026 - Python
Description: Bi-directional vehicle counting system using YOLOv8l and DeepSort. Tracks cars, trucks, buses and motorcycles crossing a configurable line — counts UP and DOWN separately with live dashboard.
python opencv computer-vision traffic-analysis yolo object-tracking vehicle-detection vehicle-counting deep-sort yolov8l
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May 14, 2026 - Python
Advanced people tracking system combining YOLOv8l detection with DeepSort multi-object tracking. Assigns unique persistent IDs to each person across video frames.
python opencv computer-vision object-tracking multi-object-tracking video-analysis deep-sort people-tracking yolov8l
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May 14, 2026 - Python
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