{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/lucid/issues/61","repository_url":"https://api.github.com/repos/tensorflow/lucid","labels_url":"https://api.github.com/repos/tensorflow/lucid/issues/61/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/lucid/issues/61/comments","events_url":"https://api.github.com/repos/tensorflow/lucid/issues/61/events","html_url":"https://github.com/tensorflow/lucid/issues/61","id":324915356,"number":61,"title":"No meaningful Visualizations in InceptionV3","user":{"login":"tschwabe","id":38531818,"avatar_url":"https://avatars1.githubusercontent.com/u/38531818?v=4","gravatar_id":"","url":"https://api.github.com/users/tschwabe","html_url":"https://github.com/tschwabe","followers_url":"https://api.github.com/users/tschwabe/followers","following_url":"https://api.github.com/users/tschwabe/following{/other_user}","gists_url":"https://api.github.com/users/tschwabe/gists{/gist_id}","starred_url":"https://api.github.com/users/tschwabe/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tschwabe/subscriptions","organizations_url":"https://api.github.com/users/tschwabe/orgs","repos_url":"https://api.github.com/users/tschwabe/repos","events_url":"https://api.github.com/users/tschwabe/events{/privacy}","received_events_url":"https://api.github.com/users/tschwabe/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":{"login":"ludwigschubert","id":1167977,"avatar_url":"https://avatars1.githubusercontent.com/u/1167977?v=4","gravatar_id":"","url":"https://api.github.com/users/ludwigschubert","html_url":"https://github.com/ludwigschubert","followers_url":"https://api.github.com/users/ludwigschubert/followers","following_url":"https://api.github.com/users/ludwigschubert/following{/other_user}","gists_url":"https://api.github.com/users/ludwigschubert/gists{/gist_id}","starred_url":"https://api.github.com/users/ludwigschubert/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ludwigschubert/subscriptions","organizations_url":"https://api.github.com/users/ludwigschubert/orgs","repos_url":"https://api.github.com/users/ludwigschubert/repos","events_url":"https://api.github.com/users/ludwigschubert/events{/privacy}","received_events_url":"https://api.github.com/users/ludwigschubert/received_events","type":"User","site_admin":false},"assignees":[{"login":"ludwigschubert","id":1167977,"avatar_url":"https://avatars1.githubusercontent.com/u/1167977?v=4","gravatar_id":"","url":"https://api.github.com/users/ludwigschubert","html_url":"https://github.com/ludwigschubert","followers_url":"https://api.github.com/users/ludwigschubert/followers","following_url":"https://api.github.com/users/ludwigschubert/following{/other_user}","gists_url":"https://api.github.com/users/ludwigschubert/gists{/gist_id}","starred_url":"https://api.github.com/users/ludwigschubert/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ludwigschubert/subscriptions","organizations_url":"https://api.github.com/users/ludwigschubert/orgs","repos_url":"https://api.github.com/users/ludwigschubert/repos","events_url":"https://api.github.com/users/ludwigschubert/events{/privacy}","received_events_url":"https://api.github.com/users/ludwigschubert/received_events","type":"User","site_admin":false}],"milestone":null,"comments":0,"created_at":"2018-05-21T13:25:52Z","updated_at":"2018-05-23T20:10:40Z","closed_at":null,"author_association":"NONE","body":"Hey,\r\n\r\nI wanted to visualize a custom InceptionV3 that I trained, but there were no interpretable Visualizations.\r\nTherefore, I visualized the Keras InceptionV3, trained on Imagenet. But also with this model, I could not find any good visualizations. The closest one is `mixed6/concat`. To reproduce my problem, i  created a Colab-Notebook: \r\n\r\nhttps://colab.research.google.com/drive/1oIEeHZWxyU3vsqFpaQG1rs4YjHyYzfa1\r\n\r\nIf anyone knows, what I am doing wrong, or what the problem is, it would be great !"},"comment":{"url":"https://api.github.com/repos/tensorflow/lucid/issues/comments/391480375","html_url":"https://github.com/tensorflow/lucid/issues/61#issuecomment-391480375","issue_url":"https://api.github.com/repos/tensorflow/lucid/issues/61","id":391480375,"user":{"login":"ludwigschubert","id":1167977,"avatar_url":"https://avatars1.githubusercontent.com/u/1167977?v=4","gravatar_id":"","url":"https://api.github.com/users/ludwigschubert","html_url":"https://github.com/ludwigschubert","followers_url":"https://api.github.com/users/ludwigschubert/followers","following_url":"https://api.github.com/users/ludwigschubert/following{/other_user}","gists_url":"https://api.github.com/users/ludwigschubert/gists{/gist_id}","starred_url":"https://api.github.com/users/ludwigschubert/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ludwigschubert/subscriptions","organizations_url":"https://api.github.com/users/ludwigschubert/orgs","repos_url":"https://api.github.com/users/ludwigschubert/repos","events_url":"https://api.github.com/users/ludwigschubert/events{/privacy}","received_events_url":"https://api.github.com/users/ludwigschubert/received_events","type":"User","site_admin":false},"created_at":"2018-05-23T20:10:40Z","updated_at":"2018-05-23T20:10:40Z","author_association":"COLLABORATOR","body":"Your result for conv2d looks roughly as expected to me. \r\n\r\nWhen and why some models have easily interpretable basis directions is an open research question. Luckily visualizing basis directions is not the only interpretability technique: for example, you could try out [feature inversion](https://arxiv.org/abs/1412.0035), or other techniques in [Building Blocks](https://distill.pub/2018/building-blocks)."}}
{"actor":{"display_login":"ludwigschubert"}}