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uavdt
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Standardized evaluation of modern object detectors beyond COCO.
benchmark deep-neural-networks computer-vision deep-learning pytorch yolo object-detection object-recognition lisa-dataset bdd100k huggingface visdrone-dataset sku110k ultralytics gwhd uavdt exdark-dataset doclaynet rf-detr brackish-water
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Sep 27, 2026 - Python
Final-year project submitted as part of BSc Computer Science at Durham University. This project focuses on the application of object detection and tracking methods to the UAV imagery domain.
uav faster-rcnn drones object-detection object-tracking retinanet yolov3 deepsort freeanchor bytetrack carafe uavdt
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Oct 20, 2022 - Python
This project investigates real-time vehicle detection in aerial imagery using the UAVDT dataset and the latest YOLO26 detection framework. The main objective is to establish a reliable baseline and then improve detection of small vehicles while keeping the model suitable for real-time applications.
drone traffic traffic-analysis yolo traffic-monitoring vehicle-detection traffic-management yolov8 uavdt yolov8n yolo26 yolo26n
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Sep 8, 2026 - Jupyter Notebook
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