{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/3266","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/3266/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/3266/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/3266/events","html_url":"https://github.com/fchollet/keras/pull/3266","id":166516252,"number":3266,"title":"add resnet50 example","user":{"login":"MoyanZitto","id":10725096,"avatar_url":"https://avatars.githubusercontent.com/u/10725096?v=3","gravatar_id":"","url":"https://api.github.com/users/MoyanZitto","html_url":"https://github.com/MoyanZitto","followers_url":"https://api.github.com/users/MoyanZitto/followers","following_url":"https://api.github.com/users/MoyanZitto/following{/other_user}","gists_url":"https://api.github.com/users/MoyanZitto/gists{/gist_id}","starred_url":"https://api.github.com/users/MoyanZitto/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/MoyanZitto/subscriptions","organizations_url":"https://api.github.com/users/MoyanZitto/orgs","repos_url":"https://api.github.com/users/MoyanZitto/repos","events_url":"https://api.github.com/users/MoyanZitto/events{/privacy}","received_events_url":"https://api.github.com/users/MoyanZitto/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":7,"created_at":"2016-07-20T07:38:40Z","updated_at":"2016-07-21T17:44:36Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/fchollet/keras/pulls/3266","html_url":"https://github.com/fchollet/keras/pull/3266","diff_url":"https://github.com/fchollet/keras/pull/3266.diff","patch_url":"https://github.com/fchollet/keras/pull/3266.patch"},"body":"This is a Keras implmentation of Kaiming He's residual network (50 layers).\r\nThe layers have been properly named so that it would be easy if anyone want to load the pretrained weights converted from Kaiming he's caffemodel file.\r\n"},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/234329147","html_url":"https://github.com/fchollet/keras/pull/3266#issuecomment-234329147","issue_url":"https://api.github.com/repos/fchollet/keras/issues/3266","id":234329147,"user":{"login":"fchollet","id":710255,"avatar_url":"https://avatars.githubusercontent.com/u/710255?v=3","gravatar_id":"","url":"https://api.github.com/users/fchollet","html_url":"https://github.com/fchollet","followers_url":"https://api.github.com/users/fchollet/followers","following_url":"https://api.github.com/users/fchollet/following{/other_user}","gists_url":"https://api.github.com/users/fchollet/gists{/gist_id}","starred_url":"https://api.github.com/users/fchollet/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fchollet/subscriptions","organizations_url":"https://api.github.com/users/fchollet/orgs","repos_url":"https://api.github.com/users/fchollet/repos","events_url":"https://api.github.com/users/fchollet/events{/privacy}","received_events_url":"https://api.github.com/users/fchollet/received_events","type":"User","site_admin":false},"created_at":"2016-07-21T17:44:36Z","updated_at":"2016-07-21T17:44:36Z","body":">  This weight file is only for tensorflow backend for now. I tried to convert it to theano backend version but failed. (The weights could be loaded but the test result is incorrect). Maybe you can just merge this PR and I'll keep trying.\r\n\r\nCan you clarify what you did and what went wrong?\r\n\r\nThe only difference between Theano and TensorFlow is the fact that TensorFlow uses flipped kernels (because it does correlation, not convolution) in `Convolution2D` kernels. Simply iterating over all convolution layers and flipping the kernels is enough to convert the weights file. There are no other differences."}}
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