Paper Title :Research on Image Classification based on Deep Learning and TensorFlow using ML.NET

Author :Geetanjali R, S Jagannatha

Article Citation :Geetanjali R ,S Jagannatha , (2020 ) " Research on Image Classification based on Deep Learning and TensorFlow using ML.NET " , International Journal of Advance Computational Engineering and Networking (IJACEN) , pp. 9-14, Volume-8,Issue-8

Abstract : Image classification by using in ML.NET and deep neural network (DNN) or also known as Deep Learning by using framework TensorFlow is being researched. ML.NET with C# is used as a programming language because it imbibes with TensorFlow framework. The input data primarily aims in flowers of different types. Here there are five (5) types of flowers that have been used in this paper. Deep Learning (DL) has been choosing as the best option for the training process because it produced a high percentage of accuracy. Results are reviewed with respect of the accuracy of the image classification in percentage. Results show the recognition is above 99% which is nearest to perfect. Keywords - Image Classification, DeepLearning, TensorFlow

Type : Research paper

Published : Volume-8,Issue-8

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