基于深度学习的实景英语场景翻译的研究与应用

Research and Applications of Real Scene English-Chinese Translation Based on Deep Learning

随着移动互联网时代的快速发展,出现各种各样的英语学习软件,但缺乏能够随时随地对所处环境做出描述的学习软件.本文使用基于深度学习图像理解技术结合移动终端微信小程序,设计出一款实景英语学习平台,主要功能为实景获取及实景翻译.本文设计的平台能够拍照并实时上传场景图片,然后即时处理图像,生成场景描述后反馈用户,能够做到实时理解场景并将场景翻译成英语描述.

With the rapid development of mobile communication and the Internet,a great variety of English learning software has emerged,but there is a lack of learning software that can describe the environment anytime and anywhere.This paper introduces a real English learning platform based on deep learning image comprehension technology in the form of a small mobile terminal WeChat application,the main features of which are real scene acquisition and real scene translation.The platform designed can take and upload scene pictures in real time,process the images,and generate scene descriptions and feed them back to users in real time,so that it understands the scenes and translate the scenes into English descriptions in real time.