{"id":22022,"global_id":"www.altoros.com\/blog?id=22022","global_id_lineage":["www.altoros.com\/blog?id=22022"],"author":"28","status":"publish","date":"2017-04-07 09:00:00","date_utc":"2017-04-07 06:00:00","modified":"2021-09-09 18:25:06","modified_utc":"2021-09-09 15:25:06","url":"https:\/\/www.altoros.com\/blog\/image-classification-done-simply-using-keras-and-tensorflow\/","rest_url":"https:\/\/www.altoros.com\/blog\/wp-json\/tribe\/events\/v1\/events\/22022","title":"Image Classification Done Simply Using Keras and TensorFlow","description":"<p><strong>Are you willing to learn how to build an image classifier using Keras with a TensorFlow backend?<\/strong> <strong><a href=\"#get_record\"><\/p>\n<p>Join the webinar<\/a><\/strong> to learn more!<\/p>\n<p><strong>Overview<\/strong><\/p>\n<p>The fact that computers can see is just not that amazing anymore. But, the techniques for teaching a computer to do this are now simpler and more refined than ever. <\/p>\n<p>In this webinar, <em><strong><a rel=\"nofollow\" href=\"https:\/\/www.linkedin.com\/in\/rcshah?authType=NAME_SEARCH&#038;authToken=TVD5&#038;locale=en_US&#038;srchid=854662381470146485173&#038;srchindex=1&#038;srchtotal=1&#038;trk=vsrp_people_res_name&#038;trkInfo=VSRPsearchId%3A854662381470146485173%2CVSRPtargetId%3A15452467%2CVSRPcmpt%3Aprimary%2CVSRPnm%3Atrue%2CauthType%3ANAME_SEARCH\">Rajiv Shah<\/a><\/strong><\/em> will describe the process of building an image classifier using Keras with a TensorFlow backend and discuss how to extend the code to your own pictures to make a custom image classifier.<\/p>\n<p>The approach here uses Keras, which is emerging as the best library for building neural networks. The code here also assumes you are using TensorFlow as the underlying library.<\/p>\n<p>The presentation will give a basic understanding of image classification and show the techniques used in industry to build image classifiers.<\/p>\n<p><strong>You will learn:<\/strong><\/p>\n<ul>\n<li> How to build a simple convolutional network<\/li>\n<li> How to augment the data<\/li>\n<li> How to use a pretrained network<\/li>\n<li> How to use transfer learning by modifying the last few layers of a pretrained network<\/li>\n<\/ul>\n<p>The classification will be based on the classic example of classifying cats and dogs. The code for the presentation can be found <em><strong><a rel=\"nofollow\" href=\"https:\/\/github.com\/rajshah4\/image_keras\">here<\/a><\/strong><\/em>.<\/p>\n<p><strong> Who should attend?<\/strong><\/p>\n<p>This webinar will be of interest to Data Scientists, Software Engineers and Entrepreneurs in the areas of Connected Cars, Internet of Things\/Industrial Internet, Medical Devices, Financial Technology (blockchain) and predictive apps\/APIs of all sorts.<\/p>\n<p><strong>About the Presenter<\/strong><\/p>\n<div>\n<div style=\"float: right;\"><a rel=\"nofollow\" href=\"https:\/\/www.linkedin.com\/in\/rcshah\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-19637\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2017\/03\/rajiv-circle.png\" alt=\"Rajiv Shah\" width=\"175\" height=\"180\" \/><\/a><\/div>\n<p><a rel=\"nofollow\" href=\"https:\/\/www.linkedin.com\/in\/rcshah\/\">Rajiv Shah<\/a> is a senior data scientist at Caterpillar and an Adjunct Assistant Professor at the University of Illinois at Chicago. <\/p>\n<p>Rajiv is an active member of the data science community in Chicago with an interest into public policy issues, such as surveillance in Chicago.<br \/>\nHe has a PhD from the University of Illinois at Urbana Champaign. <\/p>\n<p>You find more of his projects at <em><strong><a rel=\"nofollow\" href=\"https:\/\/rajivshah.com\/\">www.rajivshah.com<\/a><\/strong><\/em>.<\/p>\n<\/div>","excerpt":"<p>Join the webinar to learn how to build an image classifier using Keras with a TensorFlow 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