“Figure 9 shows the accuracy of ResNet-18, ResNet-50 and MobileNet-v2 with JPEG compression. Identity and PNG can be considered as baselines. This experiment shows that for all the models we have, with some compression, the image accuracy first improves, but after further compression, the accuracy drops.”
The source code and experimental results used in this study have been made publicly available at: https://github.com/HungryNeko/EE510project