{"action":"created","issue":{"url":"https://api.github.com/repos/zhixuhao/unet/issues/8","repository_url":"https://api.github.com/repos/zhixuhao/unet","labels_url":"https://api.github.com/repos/zhixuhao/unet/issues/8/labels{/name}","comments_url":"https://api.github.com/repos/zhixuhao/unet/issues/8/comments","events_url":"https://api.github.com/repos/zhixuhao/unet/issues/8/events","html_url":"https://github.com/zhixuhao/unet/issues/8","id":250510776,"number":8,"title":"sir, need help for my wrong result.","user":{"login":"neuwangmeng","id":23287042,"avatar_url":"https://avatars0.githubusercontent.com/u/23287042?v=4","gravatar_id":"","url":"https://api.github.com/users/neuwangmeng","html_url":"https://github.com/neuwangmeng","followers_url":"https://api.github.com/users/neuwangmeng/followers","following_url":"https://api.github.com/users/neuwangmeng/following{/other_user}","gists_url":"https://api.github.com/users/neuwangmeng/gists{/gist_id}","starred_url":"https://api.github.com/users/neuwangmeng/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/neuwangmeng/subscriptions","organizations_url":"https://api.github.com/users/neuwangmeng/orgs","repos_url":"https://api.github.com/users/neuwangmeng/repos","events_url":"https://api.github.com/users/neuwangmeng/events{/privacy}","received_events_url":"https://api.github.com/users/neuwangmeng/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":5,"created_at":"2017-08-16T04:53:46Z","updated_at":"2017-08-24T09:42:18Z","closed_at":null,"body":"Thx for your git program, I start to learn FCN from your keras Unet. I am a student from NEU china.\r\nI use your network to retrain on the given data, but I just get a 0.78 accuracy, it seems that the net can not learn anything after a fever epochs,the accuracy remains 0.78+ while loss can simultaneously be decreased , my batchsize=5,lr=0.001, and I just use 330 augmented pics. Why ? is it being incorrectly initialized?"},"comment":{"url":"https://api.github.com/repos/zhixuhao/unet/issues/comments/324587026","html_url":"https://github.com/zhixuhao/unet/issues/8#issuecomment-324587026","issue_url":"https://api.github.com/repos/zhixuhao/unet/issues/8","id":324587026,"user":{"login":"neuwangmeng","id":23287042,"avatar_url":"https://avatars0.githubusercontent.com/u/23287042?v=4","gravatar_id":"","url":"https://api.github.com/users/neuwangmeng","html_url":"https://github.com/neuwangmeng","followers_url":"https://api.github.com/users/neuwangmeng/followers","following_url":"https://api.github.com/users/neuwangmeng/following{/other_user}","gists_url":"https://api.github.com/users/neuwangmeng/gists{/gist_id}","starred_url":"https://api.github.com/users/neuwangmeng/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/neuwangmeng/subscriptions","organizations_url":"https://api.github.com/users/neuwangmeng/orgs","repos_url":"https://api.github.com/users/neuwangmeng/repos","events_url":"https://api.github.com/users/neuwangmeng/events{/privacy}","received_events_url":"https://api.github.com/users/neuwangmeng/received_events","type":"User","site_admin":false},"created_at":"2017-08-24T09:42:18Z","updated_at":"2017-08-24T09:42:18Z","body":"@zhixuhao anyway, thx for your code, I will try to finetune my weigts initialization later. Could you email me your model plz, my email address is wangmengbmie@outlook.com or 1163855905@qq.com, either is ok. thanks again."}}
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