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

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.

সোর্স দেখুন machine-learning

maintainer

ECNU-ICALK

আপডেট হয়েছে 3/13/2026

স্টার

304

ফর্ক

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.

ইনস্টলেশন

$ install --globalskills.sh

ব্যবহার

ইনস্টল করার পর, টার্মিনালে নিচের কমান্ড চালিয়ে আপনি এই স্কিল ব্যবহার করতে পারবেন:

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