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

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

Name: yolov5-object-detection-with-roi-masking-and-gpu-support
Author: ECNU-ICALK

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.

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maintainer

ECNU-ICALK

Atualizado 3/13/2026

Estrelas

304

Forks

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.

Instalação

$ install --globalskills.sh

Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

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