{"action":"reopened","issue":{"url":"https://api.github.com/repos/mashmawy/ConvNetCS/issues/3","repository_url":"https://api.github.com/repos/mashmawy/ConvNetCS","labels_url":"https://api.github.com/repos/mashmawy/ConvNetCS/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/mashmawy/ConvNetCS/issues/3/comments","events_url":"https://api.github.com/repos/mashmawy/ConvNetCS/issues/3/events","html_url":"https://github.com/mashmawy/ConvNetCS/issues/3","id":329942920,"node_id":"MDU6SXNzdWUzMjk5NDI5MjA=","number":3,"title":"A neural algorithm of artistic style and 2 new layers for ConvNetCS","user":{"login":"PABCSoft","id":36363358,"node_id":"MDQ6VXNlcjM2MzYzMzU4","avatar_url":"https://avatars2.githubusercontent.com/u/36363358?v=4","gravatar_id":"","url":"https://api.github.com/users/PABCSoft","html_url":"https://github.com/PABCSoft","followers_url":"https://api.github.com/users/PABCSoft/followers","following_url":"https://api.github.com/users/PABCSoft/following{/other_user}","gists_url":"https://api.github.com/users/PABCSoft/gists{/gist_id}","starred_url":"https://api.github.com/users/PABCSoft/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/PABCSoft/subscriptions","organizations_url":"https://api.github.com/users/PABCSoft/orgs","repos_url":"https://api.github.com/users/PABCSoft/repos","events_url":"https://api.github.com/users/PABCSoft/events{/privacy}","received_events_url":"https://api.github.com/users/PABCSoft/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":21,"created_at":"2018-06-06T16:28:26Z","updated_at":"2018-08-28T07:43:54Z","closed_at":null,"author_association":"NONE","body":"Hello! I was able to implement two new layers for ConvNetCS. These layers AvgPoolLayer - layer averaging pooling and AvgUnpoolLayer - layer upsampling. Also I was able to implement the fragment algorithm Gatis for styling images - ContentLoss. It uses ConvNetCS and VGG16. I have problems with StyleLoss-style transfer. I suggest You implement the stylization algorithm Gatis. This would allow the training of a neural network for fast styling and styling images under any styles.\r\n\r\n[Layers.zip](https://github.com/mashmawy/ConvNetCS/files/2077176/Layers.zip)\r\n\r\n[ContentLoss.zip](https://github.com/mashmawy/ConvNetCS/files/2077200/ContentLoss.zip)\r\n"}}
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