home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-yolov5-object-detection-with-roi-masking-and-gpu-support-skill-md
machine-learningdata-ai

yolov5-object-detection-with-roi-masking-and-gpu-support

Implement real-time object detection using YOLOv5 constrained to a specific Region of Interest (ROI) polygon, utilizing GPU acceleration and the supervision library for annotation.

ECNU-ICALK
maintainer
ECNU-ICALK
更新於 3/13/2026
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quick start

Installation and usage

Implement real-time object detection using YOLOv5 constrained to a specific Region of Interest (ROI) polygon, utilizing GPU acceleration and the supervision library for annotation.

安裝
$ install --globalskills.sh
使用

安裝後,您可以透過在終端機執行以下指令來使用此技能:

skills use yolov5-object-detection-with-roi-masking-and-gpu-support