{"id":478,"date":"2018-05-15T14:44:01","date_gmt":"2018-05-15T14:44:01","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2018\/05\/15\/complete-guide-to-build-convnet-http-based-application-using-tensorflow-and-flask-restful-python-api\/"},"modified":"2018-05-15T14:44:01","modified_gmt":"2018-05-15T14:44:01","slug":"complete-guide-to-build-convnet-http-based-application-using-tensorflow-and-flask-restful-python-api","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2018\/05\/15\/complete-guide-to-build-convnet-http-based-application-using-tensorflow-and-flask-restful-python-api\/","title":{"rendered":"Complete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API"},"content":{"rendered":"<p>Author: Ahmed Gad<\/p>\n<div>In this tutorial, a CNN is to be built, and trained and tested against the CIFAR10 dataset. To make the model remotely accessible, a Flask Web application is created using Python to receive an uploaded image and return its classification label using HTTP.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2018\/05\/complete-guide-convnet-tensorflow-flask-restful-python-api.html\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Ahmed Gad In this tutorial, a CNN is to be built, and trained and tested against the CIFAR10 dataset. To make the model remotely [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2018\/05\/15\/complete-guide-to-build-convnet-http-based-application-using-tensorflow-and-flask-restful-python-api\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":469,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/478"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=478"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/478\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/464"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}