Exploring Camera Style Adaptation for Person Re-identification Using MobileNetV3 Networks
Weiyi Wang · Theory and Practice of Science and Technology · 2025
In response to the problem that the large number of ResNet50 parameters in the re-ID program for camera style adaptation based on GANs is not suitable for environments with low power consumption and small hardware size, I modified the backbone of the target program using MobileNetV3 , and finally achieved a significant reduction in computing speed and number of parameters at the cost of a small loss of accuracy, and in the process I found that the pre-trained network provided by Torchvision has some problems in the actual replacement of the backbone.