Research Article

A New Multiface Target Detection Algorithm for Students in Class Based on Bayesian Optimized YOLOv3 Model

Table 7

Comparison of quantization for different networks.

DatasetAverage quantized bit width weightsNetwork accuracy
Ours (%)ReLeQ (%)Auto RL (%)

VOC2012494.392.994.2
COCO392.290.592.0
MINIST2.7596.995.896.9