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object-detection-on-sfchd
Object Detection
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mAP@0.5:0.95
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mAP@0.50
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ModelName
ReleaseDate
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Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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53.3
78.6
YOLOv8+SCALE
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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52.4
79.3
TOOD+SCALE
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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52.3
78.9
TOOD
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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52.2
77.9
YOLOv8
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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51.4
76.6
VFNet+SCALE
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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51.0
76.4
VFNet
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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50.3
76.4
Faster RCNN
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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49.6
76.4
FCOS
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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49.6
74.1
YOLOv5
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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49.5
76.3
FCOS+SCALE
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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48.9
75.9
RetinaNet
2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
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41.5
72.8
SSD
2023-06-03