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Table 2 Comparisons of different methods on the proposed dataset

From: Classroom student posture recognition based on an improved high-resolution network

Method Reading (%) Looking (%) Hunching (%) Accuracy (%)
OpenPose + SVM 67.3 61.4 64.2
Faster RCNN + HRNet-W32 + SVM 83.4 84.5 92.4 81.8
YOLOV3 + SE-HRNet-W32 + SVM (our) 88.6 89.2 91.6 90.1