{"action":"opened","issue":{"url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/204","repository_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn","labels_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/204/labels{/name}","comments_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/204/comments","events_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/204/events","html_url":"https://github.com/rbgirshick/py-faster-rcnn/issues/204","id":157302122,"number":204,"title":"Faster RCNN results deteriorating while decrease in loss","user":{"login":"parhartanvir","id":13210626,"avatar_url":"https://avatars.githubusercontent.com/u/13210626?v=3","gravatar_id":"","url":"https://api.github.com/users/parhartanvir","html_url":"https://github.com/parhartanvir","followers_url":"https://api.github.com/users/parhartanvir/followers","following_url":"https://api.github.com/users/parhartanvir/following{/other_user}","gists_url":"https://api.github.com/users/parhartanvir/gists{/gist_id}","starred_url":"https://api.github.com/users/parhartanvir/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/parhartanvir/subscriptions","organizations_url":"https://api.github.com/users/parhartanvir/orgs","repos_url":"https://api.github.com/users/parhartanvir/repos","events_url":"https://api.github.com/users/parhartanvir/events{/privacy}","received_events_url":"https://api.github.com/users/parhartanvir/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2016-05-27T22:35:52Z","updated_at":"2016-05-27T22:35:52Z","closed_at":null,"body":"I am facing some vague anomalies,  while training a Faster RCNN network over custom dataset. The objective is to detect leaves in the image. The network does good for the first couple of iterations, but with increase in iterations, it's performance deteriorates even though the loss is decreasing.\r\n\r\nI have asked a detailed query over   [`here`](http://stackoverflow.com/questions/37493161/coordinate-system-for-faster-fast-rcnn)"}}
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