{"action":"created","issue":{"url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106","repository_url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3","labels_url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106/labels{/name}","comments_url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106/comments","events_url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106/events","html_url":"https://github.com/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106","id":495527543,"node_id":"MDU6SXNzdWU0OTU1Mjc1NDM=","number":106,"title":"Demo.py does not detect anything","user":{"login":"qq995431104","id":24471252,"node_id":"MDQ6VXNlcjI0NDcxMjUy","avatar_url":"https://avatars2.githubusercontent.com/u/24471252?v=4","gravatar_id":"","url":"https://api.github.com/users/qq995431104","html_url":"https://github.com/qq995431104","followers_url":"https://api.github.com/users/qq995431104/followers","following_url":"https://api.github.com/users/qq995431104/following{/other_user}","gists_url":"https://api.github.com/users/qq995431104/gists{/gist_id}","starred_url":"https://api.github.com/users/qq995431104/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/qq995431104/subscriptions","organizations_url":"https://api.github.com/users/qq995431104/orgs","repos_url":"https://api.github.com/users/qq995431104/repos","events_url":"https://api.github.com/users/qq995431104/events{/privacy}","received_events_url":"https://api.github.com/users/qq995431104/received_events","type":"User","site_admin":false},"labels":[{"id":623086721,"node_id":"MDU6TGFiZWw2MjMwODY3MjE=","url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/labels/question","name":"question","color":"cc317c","default":true}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":13,"created_at":"2019-09-19T01:33:16Z","updated_at":"2019-09-23T10:34:40Z","closed_at":"2019-09-19T05:56:52Z","author_association":"NONE","body":"In training, my loss is always misconvergence like this:\r\nspeed: 0.447s / iter\r\niter: 510 / 1000, total loss: 0.971236, mean loss: 1.304287\r\nrpn_loss_cls: 0.113811\r\nrpn_loss_box: 0.273803\r\nloss_cls: 0.326126\r\nloss_box: 0.257496\r\n \r\nspeed: 0.445s / iter\r\niter: 520 / 1000, total loss: 0.891596, mean loss: 1.306895\r\nrpn_loss_cls: 0.138590\r\nrpn_loss_box: 0.122660\r\nloss_cls: 0.354118\r\nloss_box: 0.276228\r\n \r\nspeed: 0.442s / iter\r\niter: 530 / 1000, total loss: 2.323336, mean loss: 1.538633\r\nrpn_loss_cls: 0.595005\r\nrpn_loss_box: 0.116837\r\nloss_cls: 0.872962\r\nloss_box: 0.738532\r\n \r\nspeed: 0.438s / iter\r\niter: 540 / 1000, total loss: 1.124045, mean loss: 1.430413\r\nrpn_loss_cls: 0.270220\r\nrpn_loss_box: 0.024262\r\nloss_cls: 0.482806\r\nloss_box: 0.346756\r\n \r\nspeed: 0.441s / iter\r\niter: 550 / 1000, total loss: 1.567395, mean loss: 1.338224\r\nrpn_loss_cls: 0.185243\r\nrpn_loss_box: 0.066832\r\nloss_cls: 0.488159\r\nloss_box: 0.827162\r\n \r\nspeed: 0.439s / iter\r\niter: 560 / 1000, total loss: 2.352248, mean loss: 1.536727\r\nrpn_loss_cls: 0.350180\r\nrpn_loss_box: 0.109354\r\nloss_cls: 0.818716\r\nloss_box: 1.073998\r\n \r\nspeed: 0.436s / iter\r\niter: 570 / 1000, total loss: 1.296960, mean loss: 1.338647\r\nrpn_loss_cls: 0.107608\r\nrpn_loss_box: 0.212813\r\nloss_cls: 0.604701\r\nloss_box: 0.371838\r\n \r\nspeed: 0.436s / iter\r\niter: 580 / 1000, total loss: 0.841824, mean loss: 0.996633\r\nrpn_loss_cls: 0.077819\r\nrpn_loss_box: 0.047122\r\nloss_cls: 0.445076\r\nloss_box: 0.271808\r\n \r\nspeed: 0.433s / iter\r\niter: 590 / 1000, total loss: 1.592798, mean loss: 1.508881\r\nrpn_loss_cls: 0.429948\r\nrpn_loss_box: 0.219355\r\nloss_cls: 0.422750\r\nloss_box: 0.520745\r\n\r\nenvs: win10 + tf1.14.0 + python3.6 + CUDA10"},"comment":{"url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/comments/534044635","html_url":"https://github.com/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106#issuecomment-534044635","issue_url":"https://api.github.com/repos/dBeker/Faster-RCNN-TensorFlow-Python3/issues/106","id":534044635,"node_id":"MDEyOklzc3VlQ29tbWVudDUzNDA0NDYzNQ==","user":{"login":"qq995431104","id":24471252,"node_id":"MDQ6VXNlcjI0NDcxMjUy","avatar_url":"https://avatars2.githubusercontent.com/u/24471252?v=4","gravatar_id":"","url":"https://api.github.com/users/qq995431104","html_url":"https://github.com/qq995431104","followers_url":"https://api.github.com/users/qq995431104/followers","following_url":"https://api.github.com/users/qq995431104/following{/other_user}","gists_url":"https://api.github.com/users/qq995431104/gists{/gist_id}","starred_url":"https://api.github.com/users/qq995431104/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/qq995431104/subscriptions","organizations_url":"https://api.github.com/users/qq995431104/orgs","repos_url":"https://api.github.com/users/qq995431104/repos","events_url":"https://api.github.com/users/qq995431104/events{/privacy}","received_events_url":"https://api.github.com/users/qq995431104/received_events","type":"User","site_admin":false},"created_at":"2019-09-23T10:34:40Z","updated_at":"2019-09-23T10:34:40Z","author_association":"NONE","body":"&nbsp;demo.py is the test file in the raw repo. It should plot the detect results, but it got nothing after runing.\r\n\r\n\r\n\r\n\r\n\r\n------------------&nbsp;原始邮件&nbsp;------------------\r\n发件人:&nbsp;\"morpheusthewhite\"<notifications@github.com&gt;;\r\n发送时间:&nbsp;2019年9月23日(星期一) 晚上6:31\r\n收件人:&nbsp;\"dBeker/Faster-RCNN-TensorFlow-Python3\"<Faster-RCNN-TensorFlow-Python3@noreply.github.com&gt;;\r\n抄送:&nbsp;\"李汶松\"<995431104@qq.com&gt;;\"Author\"<author@noreply.github.com&gt;;\r\n主题:&nbsp;Re: [dBeker/Faster-RCNN-TensorFlow-Python3] train loss misconvergence (#106)\r\n\r\n\r\n\r\n\r\nWhat is the output on terminal of demo.py?\r\n \r\n—\r\nYou are receiving this because you authored the thread.\r\nReply to this email directly, view it on GitHub, or mute the thread."}}
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