{"action":"created","issue":{"url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/116","repository_url":"https://api.github.com/repos/facebook/fb.resnet.torch","labels_url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/116/labels{/name}","comments_url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/116/comments","events_url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/116/events","html_url":"https://github.com/facebook/fb.resnet.torch/issues/116","id":183579826,"number":116,"title":"How to Fine-tuning pre-trained model with my own data?","user":{"login":"Laodax","id":22901806,"avatar_url":"https://avatars.githubusercontent.com/u/22901806?v=3","gravatar_id":"","url":"https://api.github.com/users/Laodax","html_url":"https://github.com/Laodax","followers_url":"https://api.github.com/users/Laodax/followers","following_url":"https://api.github.com/users/Laodax/following{/other_user}","gists_url":"https://api.github.com/users/Laodax/gists{/gist_id}","starred_url":"https://api.github.com/users/Laodax/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Laodax/subscriptions","organizations_url":"https://api.github.com/users/Laodax/orgs","repos_url":"https://api.github.com/users/Laodax/repos","events_url":"https://api.github.com/users/Laodax/events{/privacy}","received_events_url":"https://api.github.com/users/Laodax/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-10-18T03:11:23Z","updated_at":"2016-10-18T03:30:44Z","closed_at":null,"body":"I have downloaded the pre-trained model resnet-200 and want to fine-tuning it. I look \"Fine-tuning on a custom dataset\" but I still don't know how to start. If I want to use my data(4 classes and each class has 100 image for example), I need to creat my custom data loader or datasets? I have seen \"datasets readme\" too, but I still have no idea...\r\nWould you explain it clearly? Thank you very much."},"comment":{"url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/comments/254397470","html_url":"https://github.com/facebook/fb.resnet.torch/issues/116#issuecomment-254397470","issue_url":"https://api.github.com/repos/facebook/fb.resnet.torch/issues/116","id":254397470,"user":{"login":"colesbury","id":655866,"avatar_url":"https://avatars.githubusercontent.com/u/655866?v=3","gravatar_id":"","url":"https://api.github.com/users/colesbury","html_url":"https://github.com/colesbury","followers_url":"https://api.github.com/users/colesbury/followers","following_url":"https://api.github.com/users/colesbury/following{/other_user}","gists_url":"https://api.github.com/users/colesbury/gists{/gist_id}","starred_url":"https://api.github.com/users/colesbury/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/colesbury/subscriptions","organizations_url":"https://api.github.com/users/colesbury/orgs","repos_url":"https://api.github.com/users/colesbury/repos","events_url":"https://api.github.com/users/colesbury/events{/privacy}","received_events_url":"https://api.github.com/users/colesbury/received_events","type":"User","site_admin":false},"created_at":"2016-10-18T03:30:44Z","updated_at":"2016-10-18T03:30:44Z","body":"You don't need a custom dataset. Organize your data so that the files look like:\r\n\r\ntrain/<class1>/img1.jpg\r\ntrain/<class2>/img3.jpg\r\n...\r\n\r\nval/<class1>/img4.jpg\r\netc.\r\n\r\nThen run with `-data <path to your train and val folders>"}}
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