{"id":42,"date":"2017-10-23T19:47:23","date_gmt":"2017-10-23T19:47:23","guid":{"rendered":"https:\/\/blogs.mathworks.com\/deep-learning\/?p=42"},"modified":"2021-04-06T15:52:49","modified_gmt":"2021-04-06T19:52:49","slug":"new-file-exchange-submissions","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/deep-learning\/2017\/10\/23\/new-file-exchange-submissions\/","title":{"rendered":"New File Exchange Submissions"},"content":{"rendered":"<p>\r\nThe MathWorks Neural Networks Toolbox development team has just posted two new items to the MATLAB Central File Exchange.\r\n<\/p> \r\n\r\n<p>\r\nThe first is an <a href=\"https:\/\/www.mathworks.com\/matlabcentral\/fileexchange\/64649-neural-network-toolbox-tm--importer-for-tensorflow-keras-models\">importer for TensorFlow-Keras models<\/a>. This submission enables you to import a pretrained Keras model and weights and then use the model for prediction or transfer learning. Or, you can import the layer architecture as a Layer array or a LayerGraph object and then train the model.\r\n<\/p>\r\n\r\n<p>\r\nThe second is the <a href=\"https:\/\/www.mathworks.com\/matlabcentral\/fileexchange\/64626-neural-network-toolbox-tm--model-for-resnet-50-network\">pretrained ResNet-50 model<\/a>. This model, which has been trained on a subset of the ImageNet database, won the ImageNet Large-Scale Visual Recognition Challenge (ILSVRC) competition in 2015. The model is trained on more than a million images, has 177 layers in total, and can classify images into 1000 object categories (e.g. keyboard, mouse, pencil, and many animals).\r\n<\/p>","protected":false},"excerpt":{"rendered":"<p>\r\nThe MathWorks Neural Networks Toolbox development team has just posted two new items to the MATLAB Central File Exchange.\r\n \r\n\r\n\r\nThe first is an importer for TensorFlow-Keras models. This... <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/deep-learning\/2017\/10\/23\/new-file-exchange-submissions\/\">read more >><\/a><\/p>","protected":false},"author":42,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[9],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/42"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/users\/42"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/comments?post=42"}],"version-history":[{"count":3,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/42\/revisions"}],"predecessor-version":[{"id":45,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/42\/revisions\/45"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/media?parent=42"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/categories?post=42"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/tags?post=42"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}