GitHub / GnanaPrakashSG2004 / Object_Detection

Explored Classical and DL based approaches - Employed the Viola-Jones facial classifier for face detection and tracking, adjusting hyperparameters to optimize the quality of detections and tracks. Utilized YOLOv8 models for duck detection, running experiments to analyze the impact of model size, augmentations, dataset size and weight initialisation

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GnanaPrakashSG2004%2FObject_Detection

Topics: detection, haarcascade-classifier, numpy, opencv, tracking, ultralytics, yolo

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• Readme
• Dependencies