{"id":5964,"date":"2018-11-23T02:39:24","date_gmt":"2018-11-23T02:39:24","guid":{"rendered":"http:\/\/www.garysieling.com\/blog\/?p=5964"},"modified":"2018-11-23T02:39:24","modified_gmt":"2018-11-23T02:39:24","slug":"script-to-download-all-models-from-apache-gluon-modelzoo","status":"publish","type":"post","link":"https:\/\/www.garysieling.com\/blog\/script-to-download-all-models-from-apache-gluon-modelzoo\/","title":{"rendered":"Script to download all models from Apache Gluon ModelZoo"},"content":{"rendered":"<p>The following script will download all pre-trained models from the Gluon modelzoo, so you don&#8217;t have to wait if you&#8217;re doing experiments:<\/p>\n<pre lang=\"python\">\nfrom mxnet.gluon.model_zoo import vision\nprint(vision.get_model(\"alexnet\", pretrained=True))\nprint(vision.get_model(\"densenet121\", pretrained=True))\nprint(vision.get_model(\"densenet161\", pretrained=True))\nprint(vision.get_model(\"densenet169\", pretrained=True))\nprint(vision.get_model(\"densenet201\", pretrained=True))\nprint(vision.get_model(\"inceptionv3\", pretrained=True))\nprint(vision.get_model(\"mobilenet0.25\", pretrained=True))\nprint(vision.get_model(\"mobilenet0.5\", pretrained=True))\nprint(vision.get_model(\"mobilenet0.75\", pretrained=True))\nprint(vision.get_model(\"mobilenet1.0\", pretrained=True))\nprint(vision.get_model(\"mobilenetv2_0.25\", pretrained=True))\nprint(vision.get_model(\"mobilenetv2_0.5\", pretrained=True))\nprint(vision.get_model(\"mobilenetv2_0.75\", pretrained=True))\nprint(vision.get_model(\"mobilenetv2_1.0\", pretrained=True))\nprint(vision.get_model(\"resnet101_v1\", pretrained=True))\nprint(vision.get_model(\"resnet101_v2\", pretrained=True))\nprint(vision.get_model(\"resnet152_v1\", pretrained=True))\nprint(vision.get_model(\"resnet152_v2\", pretrained=True))\nprint(vision.get_model(\"resnet18_v1\", pretrained=True))\nprint(vision.get_model(\"resnet18_v2\", pretrained=True))\nprint(vision.get_model(\"resnet34_v1\", pretrained=True))\nprint(vision.get_model(\"resnet34_v2\", pretrained=True))\nprint(vision.get_model(\"resnet50_v1\", pretrained=True))\nprint(vision.get_model(\"resnet50_v2\", pretrained=True))\nprint(vision.get_model(\"squeezenet1.0\", pretrained=True))\nprint(vision.get_model(\"squeezenet1.1\", pretrained=True))\nprint(vision.get_model(\"vgg11\", pretrained=True))\nprint(vision.get_model(\"vgg11_bn\", pretrained=True))\nprint(vision.get_model(\"vgg13\", pretrained=True))\nprint(vision.get_model(\"vgg13_bn\", pretrained=True))\nprint(vision.get_model(\"vgg16\", pretrained=True))\nprint(vision.get_model(\"vgg16_bn\", pretrained=True))\nprint(vision.get_model(\"vgg19\", pretrained=True))\nprint(vision.get_model(\"vgg19_bn\", pretrained=True))\n<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Download all mxnet models<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4],"tags":[251,352,374,447],"aioseo_notices":[],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/posts\/5964"}],"collection":[{"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/comments?post=5964"}],"version-history":[{"count":0,"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/posts\/5964\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/media?parent=5964"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/categories?post=5964"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.garysieling.com\/blog\/wp-json\/wp\/v2\/tags?post=5964"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}