{"action":"created","issue":{"url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/9","repository_url":"https://api.github.com/repos/llSourcell/Pokemon_GAN","labels_url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/9/labels{/name}","comments_url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/9/comments","events_url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/9/events","html_url":"https://github.com/llSourcell/Pokemon_GAN/issues/9","id":291366090,"number":9,"title":"Output Images Compared to Examples","user":{"login":"JoeLorenzoMontano","id":6155201,"avatar_url":"https://avatars0.githubusercontent.com/u/6155201?v=4","gravatar_id":"","url":"https://api.github.com/users/JoeLorenzoMontano","html_url":"https://github.com/JoeLorenzoMontano","followers_url":"https://api.github.com/users/JoeLorenzoMontano/followers","following_url":"https://api.github.com/users/JoeLorenzoMontano/following{/other_user}","gists_url":"https://api.github.com/users/JoeLorenzoMontano/gists{/gist_id}","starred_url":"https://api.github.com/users/JoeLorenzoMontano/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/JoeLorenzoMontano/subscriptions","organizations_url":"https://api.github.com/users/JoeLorenzoMontano/orgs","repos_url":"https://api.github.com/users/JoeLorenzoMontano/repos","events_url":"https://api.github.com/users/JoeLorenzoMontano/events{/privacy}","received_events_url":"https://api.github.com/users/JoeLorenzoMontano/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2018-01-24T21:28:22Z","updated_at":"2018-02-15T08:31:29Z","closed_at":null,"author_association":"NONE","body":"After completing the 5000 epoch run, my output image is nothing like yours... thoughts?!\r\n\r\n![epoch4500](https://user-images.githubusercontent.com/6155201/35358070-4785f638-010a-11e8-803b-567086411720.jpg)\r\n"},"comment":{"url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/comments/365857252","html_url":"https://github.com/llSourcell/Pokemon_GAN/issues/9#issuecomment-365857252","issue_url":"https://api.github.com/repos/llSourcell/Pokemon_GAN/issues/9","id":365857252,"user":{"login":"denniswittich","id":23318166,"avatar_url":"https://avatars2.githubusercontent.com/u/23318166?v=4","gravatar_id":"","url":"https://api.github.com/users/denniswittich","html_url":"https://github.com/denniswittich","followers_url":"https://api.github.com/users/denniswittich/followers","following_url":"https://api.github.com/users/denniswittich/following{/other_user}","gists_url":"https://api.github.com/users/denniswittich/gists{/gist_id}","starred_url":"https://api.github.com/users/denniswittich/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/denniswittich/subscriptions","organizations_url":"https://api.github.com/users/denniswittich/orgs","repos_url":"https://api.github.com/users/denniswittich/repos","events_url":"https://api.github.com/users/denniswittich/events{/privacy}","received_events_url":"https://api.github.com/users/denniswittich/received_events","type":"User","site_admin":false},"created_at":"2018-02-15T08:31:29Z","updated_at":"2018-02-15T08:31:29Z","author_association":"NONE","body":"![epoch21500](https://user-images.githubusercontent.com/23318166/36246809-c069355a-1231-11e8-95de-942e52e83fee.jpg)\r\n\r\nwith some small modifications I got this result (after ~20000 iters).\r\nWhat I did is:\r\n\r\n- convert all images to jpg (because of errors in decoding pngs with alpha)\r\n- normalize examples and generated images to be in range [-1,1] (revert this before writing result images)\r\n- in line 128 of pokeGan.py use bn1\r\n\r\nI also tried to add batch normalization to the last layer of the generator, but that doesn't seem to work well. Still don't know why..."}}
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