Abstract:

Based on the deep learning SSD model, twenty categories detection targets are reduced to single category which only detects human, and the detection results of the two models of the same detection task are compared. The experimental results show that, for the human detection task, the detection effect of the SSD model of a single target is better than the SSD model of 20 targets.

Key words: deep learning, SSD, convolutional neural network, people counting