DeepTestDroid A Platform for Automated Application Testing Using Deep Learning

Black and white box testing is used to measure an application. Testing can be complex and costly. Various testing techniques can measure multiple parts of an application. DeepTestDroid performs UI performance testing, which is black box testing. It can predict the density of an application's page from its wireframe picture. Higher density means a longer load time. UI performance testing can only be performed with human interaction. However, DeepTestDroid makes it automatic. To detect density, DeepTestDroid uses mobilenetV3Large. MobileNetV3Large was selected after an experimental analysis alongside other image processing models. This project can reduce the cost and step of UI performance testing. It will also make it easier to complete the testing phase of SDLC.