Deep Learning of Web Page Verification Code-taking Project for Implementation of Remedial Instruction-Technology-Base Test Website as an Example
Yang-Che Chen, Min-Hua Chiang, Yuh-Ming Cheng, Shi‐Jer Lou · 2019
This study using Python integrates tools such as Selenium, Pillow and WebDriver for Chrome, automatically logs in to the web page -Project for implementation of remedial instruction-technology-based test website to capture graphic verification code image, and uploads to Google Cloud Vision API which provide pre-trained models. The deep learning model recognizes the content and reads the text in the picture. The result is more than 80% recognition rate successfully login to the website.