{"action":"created","issue":{"url":"https://api.github.com/repos/davidsandberg/facenet/issues/479","repository_url":"https://api.github.com/repos/davidsandberg/facenet","labels_url":"https://api.github.com/repos/davidsandberg/facenet/issues/479/labels{/name}","comments_url":"https://api.github.com/repos/davidsandberg/facenet/issues/479/comments","events_url":"https://api.github.com/repos/davidsandberg/facenet/issues/479/events","html_url":"https://github.com/davidsandberg/facenet/issues/479","id":263861105,"number":479,"title":"Poor results when running predict.py","user":{"login":"popkristina","id":31166985,"avatar_url":"https://avatars1.githubusercontent.com/u/31166985?v=4","gravatar_id":"","url":"https://api.github.com/users/popkristina","html_url":"https://github.com/popkristina","followers_url":"https://api.github.com/users/popkristina/followers","following_url":"https://api.github.com/users/popkristina/following{/other_user}","gists_url":"https://api.github.com/users/popkristina/gists{/gist_id}","starred_url":"https://api.github.com/users/popkristina/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/popkristina/subscriptions","organizations_url":"https://api.github.com/users/popkristina/orgs","repos_url":"https://api.github.com/users/popkristina/repos","events_url":"https://api.github.com/users/popkristina/events{/privacy}","received_events_url":"https://api.github.com/users/popkristina/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-10-09T11:21:57Z","updated_at":"2017-10-12T04:08:40Z","closed_at":null,"author_association":"NONE","body":"Hello,\r\n\r\nI was following the intructions on the wiki for 'Train a classifier on your own images'. For that I got a small part of the lfw dataset, smth like 5%, plus added images from 10 other people. I run this command:\r\n\r\npython src\\classifier.py TRAIN datasets\\retrain_160 models\\20170512-110547\\20170512-110547.pb models\\classifier_new.pkl \r\n\r\nI get output\r\n\r\n![screenshot_1](https://user-images.githubusercontent.com/31166985/31335745-2ef9f69c-acf4-11e7-91aa-35151c4ca81f.jpg)\r\n\r\nAnd then with the saved new classifier I want to use the function predict.py to recognize a face that exist in the dataset but with a different image.\r\n\r\n I run: python tmp\\predict.py datasets\\test\\image1.jpg models\\20170512-110547\\20170512-110547.pb \r\nmodels\\classifier_new.pkl\r\n\r\nSo this is working but the results that I get are poor, for an image I give it sometimes outputs the correct names but with like 0.020 accuracy, and sometimes it outputs a wrong person.\r\n\r\nDid anyone encounter an issue like this and maybe have an advice how to fix this or idea how it can be improved?\r\n\r\nThanks in advance\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/davidsandberg/facenet/issues/comments/336015311","html_url":"https://github.com/davidsandberg/facenet/issues/479#issuecomment-336015311","issue_url":"https://api.github.com/repos/davidsandberg/facenet/issues/479","id":336015311,"user":{"login":"himabinduyeddala","id":30427692,"avatar_url":"https://avatars3.githubusercontent.com/u/30427692?v=4","gravatar_id":"","url":"https://api.github.com/users/himabinduyeddala","html_url":"https://github.com/himabinduyeddala","followers_url":"https://api.github.com/users/himabinduyeddala/followers","following_url":"https://api.github.com/users/himabinduyeddala/following{/other_user}","gists_url":"https://api.github.com/users/himabinduyeddala/gists{/gist_id}","starred_url":"https://api.github.com/users/himabinduyeddala/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/himabinduyeddala/subscriptions","organizations_url":"https://api.github.com/users/himabinduyeddala/orgs","repos_url":"https://api.github.com/users/himabinduyeddala/repos","events_url":"https://api.github.com/users/himabinduyeddala/events{/privacy}","received_events_url":"https://api.github.com/users/himabinduyeddala/received_events","type":"User","site_admin":false},"created_at":"2017-10-12T04:08:40Z","updated_at":"2017-10-12T04:08:40Z","author_association":"NONE","body":"Hi popkristina,\r\nI got\r\n![1_op](https://user-images.githubusercontent.com/30427692/31478879-00e00c58-af31-11e7-9a29-cb93302b565c.png)\r\n the same issue, Have you found any solution for that issue. If you have any ideas please share with me.\r\nDid anybody got the solution for prediction accuracy. Please suggest me any ideas to improve accuracy ."}}
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