文章基本信息

标题：Educational Platform for Pre-Primary Students using Image Processing and Machine Learning
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作者：Aditi Jahagirdar ; Abhishek Pawar ; Hrushabh Kedari 等
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2018
卷号：6
期号：2
页码：1517
DOI：10.15680/IJIRCCE.2018.0602017
出版社：S&S Publications
摘要：This paper proposes us a solution on how teaching can be more effective and interesting for the preprimarystudents. The goal is to present a mixed methodology that combines machine learning, image processing and aflavour of augmented with traditional educational materials like books and course packs which will be effective inincreasing learners’ concentration and passion for learning. With the development of smartphone technology, anapplication is developed on Android platform with the help of TensorFlow technology and Unity 3D. The applicationconsists of two modules- a) Teaching A to Z alphabets with a 3D pop up of respective objects b) Detecting thoseobjects in real time.The average training accuracy of the model is 95% which shows that the project has strongavailability and applicability, at the same time, it also has a good future scope. This new style of learning helps toattract more learners.