#DeepLearning Archivi - Luigi Cardarella

Harnessing Deep Learning for Automated Recognition of Website Components in UI Automation Testing with Selenium

2023-05-232023-05-23admin

As web applications continue to evolve, ensuring their quality and functionality becomes paramount. User Interface (UI) automation testing plays a crucial role in verifying the behavior of web applications across different scenarios. However, traditional UI automation testing frameworks often rely on manually identifying and locating elements such as buttons, links, and other components, which can be time-consuming and error-prone. In this article, we explore the application of Deep Learning techniques to automatically recognize website parts and components, facilitating UI automation testing with Selenium.

Transfer Learning for Image Classification – Part1

2018-11-072019-01-14admin

One of the most useful and emerging applications in the ML domain nowadays is using the transfer learning technique; it provides high portability between different frameworks and platforms. Once you’ve trained a neural network, what you get is a set of trained hyperparameters’ values. For example, LeNet-5 has 60k parameter values, AlexNet has 60 million, and VGG- 16 has about 138 million […]

Deep-belief network with DL4J

2016-11-172019-01-14admin

A deep-belief network can be defined as a stack of restricted Boltzmann machines in which each RBM layer communicates with both the previous and subsequent layers. The nodes of any single layer don’t communicate with each other laterally. This stack of RBMs might end with a Softmax layer to create a classifier, or it may […]