{"action":"created","issue":{"url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72","repository_url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation","labels_url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72/labels{/name}","comments_url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72/comments","events_url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72/events","html_url":"https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72","id":238618904,"number":72,"title":"CPM Evaluation in Python","user":{"login":"legan78","id":10438376,"avatar_url":"https://avatars3.githubusercontent.com/u/10438376?v=3","gravatar_id":"","url":"https://api.github.com/users/legan78","html_url":"https://github.com/legan78","followers_url":"https://api.github.com/users/legan78/followers","following_url":"https://api.github.com/users/legan78/following{/other_user}","gists_url":"https://api.github.com/users/legan78/gists{/gist_id}","starred_url":"https://api.github.com/users/legan78/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/legan78/subscriptions","organizations_url":"https://api.github.com/users/legan78/orgs","repos_url":"https://api.github.com/users/legan78/repos","events_url":"https://api.github.com/users/legan78/events{/privacy}","received_events_url":"https://api.github.com/users/legan78/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2017-06-26T17:48:04Z","updated_at":"2017-06-27T08:04:41Z","closed_at":null,"body":"Dear Zhe Cao,\r\n\r\nI've succeeded to run, train and evaluate your model with 4 scales in Matlab (everything for research purposes). Now I'm moving to python, and I  arranged the evaluation code you provide in demo.ipynb to evaluate on multiple images from the coco dataset.\r\nTesting your model with trained for 440000 iterations, I obtained an average precision of 0.583 using your Matlab code. As for the evaluation in Python I obtained an average precision of 0.43. This is a big decrease. Is there anything that have to be considered in the Matlab implementation to take into account in for the python code?\r\n\r\nI would really appreciate your help.\r\nThanks!\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/comments/311284330","html_url":"https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72#issuecomment-311284330","issue_url":"https://api.github.com/repos/ZheC/Realtime_Multi-Person_Pose_Estimation/issues/72","id":311284330,"user":{"login":"legan78","id":10438376,"avatar_url":"https://avatars3.githubusercontent.com/u/10438376?v=3","gravatar_id":"","url":"https://api.github.com/users/legan78","html_url":"https://github.com/legan78","followers_url":"https://api.github.com/users/legan78/followers","following_url":"https://api.github.com/users/legan78/following{/other_user}","gists_url":"https://api.github.com/users/legan78/gists{/gist_id}","starred_url":"https://api.github.com/users/legan78/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/legan78/subscriptions","organizations_url":"https://api.github.com/users/legan78/orgs","repos_url":"https://api.github.com/users/legan78/repos","events_url":"https://api.github.com/users/legan78/events{/privacy}","received_events_url":"https://api.github.com/users/legan78/received_events","type":"User","site_admin":false},"created_at":"2017-06-27T08:04:41Z","updated_at":"2017-06-27T08:04:41Z","body":"@Ding-Liu I obtained such result on the val2014 set. I have obtained a similar performance as the ones reported in #35 (Matlab evaluation). What is the AP you get?"}}
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