الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Object Detection On Sfchd

المقاييس

mAP@0.50

mAP@0.5:0.95

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mAP@0.50	mAP@0.5:0.95	Paper Title	Repository
SSD	72.8	41.5	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
VFNet	76.4	51.0	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
Faster RCNN	76.4	50.3	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
TOOD+SCALE	79.3	52.4	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
FCOS+SCALE	76.3	49.5	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
YOLOv8+SCALE	78.6	53.3	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
FCOS	76.4	49.6	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
TOOD	78.9	52.3	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
RetinaNet	75.9	48.9	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
VFNet+SCALE	76.6	51.4	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
YOLOv8	77.9	52.2	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
YOLOv5	74.1	49.6	Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method

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