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Obtaining Deep Learning Models for Automatic Classification of Leukocytes 获取用于白细胞自动分类的深度学习模型
Machine Learning and Deep Learning in Real-Time Applications Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-3095-5.ch001
P. Rodrigues, Getúlio Igrejas, Romeu Ferreira Beato
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引用次数: 0
Deep Learning With TensorFlow 使用TensorFlow进行深度学习
Machine Learning and Deep Learning in Real-Time Applications Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-3095-5.ch004
Shahina Anwarul, Deepa Joshi
{"title":"Deep Learning With TensorFlow","authors":"Shahina Anwarul, Deepa Joshi","doi":"10.4018/978-1-7998-3095-5.ch004","DOIUrl":"https://doi.org/10.4018/978-1-7998-3095-5.ch004","url":null,"abstract":"This chapter aims to acquaint the users with key parts of TensorFlow and some basic ideas about deep learning. In particular, users will figure out how to perform fundamental calculations in TensorFlow and implementation of deep learning using TensorFlow. This chapter intends to gives a straightforward manual for the complexities of Google's TensorFlow framework that is easy to understand. The basic steps for the installation and setup of TensorFlow will also be discussed. Starting with a simple “Hello World” example, a practical implementation of deep learning problem to identify the handwritten digits will be discussed using MNIST dataset. It is only possible to understand deep learning through substantial practical examples. For that reason, the authors have included practical implementation of deep learning problems that motivates the readers to plunge deeply into these examples and to get their hands grimy trying different things with their own ideas using TensorFlow because it is never adequate to perceive algorithms only theoretically.","PeriodicalId":207322,"journal":{"name":"Machine Learning and Deep Learning in Real-Time Applications","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126069521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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