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
Mis à jour 3/13/2026
Étoiles
304
Forks
34
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.

Installation
$ install --globalskills.sh
Utilisation

Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :

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