{"action":"created","issue":{"url":"https://api.github.com/repos/jwyang/face-alignment/issues/23","labels_url":"https://api.github.com/repos/jwyang/face-alignment/issues/23/labels{/name}","comments_url":"https://api.github.com/repos/jwyang/face-alignment/issues/23/comments","events_url":"https://api.github.com/repos/jwyang/face-alignment/issues/23/events","html_url":"https://github.com/jwyang/face-alignment/issues/23","id":105508729,"number":23,"title":"Training a new model","user":{"login":"sidc9","id":13518498,"avatar_url":"https://avatars.githubusercontent.com/u/13518498?v=3","gravatar_id":"","url":"https://api.github.com/users/sidc9","html_url":"https://github.com/sidc9","followers_url":"https://api.github.com/users/sidc9/followers","following_url":"https://api.github.com/users/sidc9/following{/other_user}","gists_url":"https://api.github.com/users/sidc9/gists{/gist_id}","starred_url":"https://api.github.com/users/sidc9/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sidc9/subscriptions","organizations_url":"https://api.github.com/users/sidc9/orgs","repos_url":"https://api.github.com/users/sidc9/repos","events_url":"https://api.github.com/users/sidc9/events{/privacy}","received_events_url":"https://api.github.com/users/sidc9/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":4,"created_at":"2015-09-09T02:59:03Z","updated_at":"2015-10-07T09:11:33Z","closed_at":null,"body":"Hi,\r\n\r\nThank you for the code! It has been very useful to me. But I have run into a snag and I was hoping you can help.\r\n\r\nI have been trying to train my own model with your code. I have a dataset of around 65000 images with  49 landmark points for each image.\r\n\r\nWhile setting the parameters, I set \"global_params.landmark_num\" in InitializeGlobalParam() to 49. But the execution always crashes while loading the images at around the 16000 image mark or 30000 mark with the error - OpenCV Out of Memory exception.\r\n\r\nHowever, if I leave the landmark_num to 68 the training completes successfully. But then if I try to Test the model or run the Demo mode, the program always crashes (which I think is what should happen since the global parameter claims there are 68 points but in reality there are only 49).\r\n\r\nIt would be really good if you could help me out a little."},"comment":{"url":"https://api.github.com/repos/jwyang/face-alignment/issues/comments/146127568","html_url":"https://github.com/jwyang/face-alignment/issues/23#issuecomment-146127568","issue_url":"https://api.github.com/repos/jwyang/face-alignment/issues/23","id":146127568,"user":{"login":"sidc9","id":13518498,"avatar_url":"https://avatars.githubusercontent.com/u/13518498?v=3","gravatar_id":"","url":"https://api.github.com/users/sidc9","html_url":"https://github.com/sidc9","followers_url":"https://api.github.com/users/sidc9/followers","following_url":"https://api.github.com/users/sidc9/following{/other_user}","gists_url":"https://api.github.com/users/sidc9/gists{/gist_id}","starred_url":"https://api.github.com/users/sidc9/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sidc9/subscriptions","organizations_url":"https://api.github.com/users/sidc9/orgs","repos_url":"https://api.github.com/users/sidc9/repos","events_url":"https://api.github.com/users/sidc9/events{/privacy}","received_events_url":"https://api.github.com/users/sidc9/received_events","type":"User","site_admin":false},"created_at":"2015-10-07T09:11:33Z","updated_at":"2015-10-07T09:11:33Z","body":"Hi Jianwei,\r\n\r\nI was wondering if you had any insights on the problem?"}}