{"action":"created","issue":{"url":"https://api.github.com/repos/Russell91/TensorBox/issues/53","repository_url":"https://api.github.com/repos/Russell91/TensorBox","labels_url":"https://api.github.com/repos/Russell91/TensorBox/issues/53/labels{/name}","comments_url":"https://api.github.com/repos/Russell91/TensorBox/issues/53/comments","events_url":"https://api.github.com/repos/Russell91/TensorBox/issues/53/events","html_url":"https://github.com/Russell91/TensorBox/pull/53","id":169271843,"number":53,"title":"Remove CV2 dependency.","user":{"login":"MarvinTeichmann","id":2729159,"avatar_url":"https://avatars.githubusercontent.com/u/2729159?v=3","gravatar_id":"","url":"https://api.github.com/users/MarvinTeichmann","html_url":"https://github.com/MarvinTeichmann","followers_url":"https://api.github.com/users/MarvinTeichmann/followers","following_url":"https://api.github.com/users/MarvinTeichmann/following{/other_user}","gists_url":"https://api.github.com/users/MarvinTeichmann/gists{/gist_id}","starred_url":"https://api.github.com/users/MarvinTeichmann/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/MarvinTeichmann/subscriptions","organizations_url":"https://api.github.com/users/MarvinTeichmann/orgs","repos_url":"https://api.github.com/users/MarvinTeichmann/repos","events_url":"https://api.github.com/users/MarvinTeichmann/events{/privacy}","received_events_url":"https://api.github.com/users/MarvinTeichmann/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":9,"created_at":"2016-08-04T01:35:10Z","updated_at":"2016-12-18T15:21:46Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/Russell91/TensorBox/pulls/53","html_url":"https://github.com/Russell91/TensorBox/pull/53","diff_url":"https://github.com/Russell91/TensorBox/pull/53.diff","patch_url":"https://github.com/Russell91/TensorBox/pull/53.patch"},"body":"OpenCV does not play well with pip and virtualenvs.\nIt is therefore prefered to avoid using CV2.\nResizing is now done using scipy and drawing with Pillow.\n\n`pip install pillow` might be required before using the code.\n"},"comment":{"url":"https://api.github.com/repos/Russell91/TensorBox/issues/comments/267827127","html_url":"https://github.com/Russell91/TensorBox/pull/53#issuecomment-267827127","issue_url":"https://api.github.com/repos/Russell91/TensorBox/issues/53","id":267827127,"user":{"login":"MarvinTeichmann","id":2729159,"avatar_url":"https://avatars.githubusercontent.com/u/2729159?v=3","gravatar_id":"","url":"https://api.github.com/users/MarvinTeichmann","html_url":"https://github.com/MarvinTeichmann","followers_url":"https://api.github.com/users/MarvinTeichmann/followers","following_url":"https://api.github.com/users/MarvinTeichmann/following{/other_user}","gists_url":"https://api.github.com/users/MarvinTeichmann/gists{/gist_id}","starred_url":"https://api.github.com/users/MarvinTeichmann/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/MarvinTeichmann/subscriptions","organizations_url":"https://api.github.com/users/MarvinTeichmann/orgs","repos_url":"https://api.github.com/users/MarvinTeichmann/repos","events_url":"https://api.github.com/users/MarvinTeichmann/events{/privacy}","received_events_url":"https://api.github.com/users/MarvinTeichmann/received_events","type":"User","site_admin":false},"created_at":"2016-12-18T15:21:46Z","updated_at":"2016-12-18T15:21:46Z","body":"I do believe that it is not a problem to remove CV2 even if we keep the jitter function. Jitter is not utilized during evaluation, so trained models can be utilized with both versions. And even for newly trained, the impact of this should be negligible. The resizing implementation used should not change the distribution severely. \r\n\r\nI would rather keep the jitter function. For larger datasets which are less similar to ImageNet (e.g. medical data) augmentation might be very useful."}}
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