{"action":"created","issue":{"url":"https://api.github.com/repos/torrvision/crfasrnn/issues/2","labels_url":"https://api.github.com/repos/torrvision/crfasrnn/issues/2/labels{/name}","comments_url":"https://api.github.com/repos/torrvision/crfasrnn/issues/2/comments","events_url":"https://api.github.com/repos/torrvision/crfasrnn/issues/2/events","html_url":"https://github.com/torrvision/crfasrnn/issues/2","id":109519210,"number":2,"title":"How to train my own model using my own data","user":{"login":"huayong","id":7414341,"avatar_url":"https://avatars.githubusercontent.com/u/7414341?v=3","gravatar_id":"","url":"https://api.github.com/users/huayong","html_url":"https://github.com/huayong","followers_url":"https://api.github.com/users/huayong/followers","following_url":"https://api.github.com/users/huayong/following{/other_user}","gists_url":"https://api.github.com/users/huayong/gists{/gist_id}","starred_url":"https://api.github.com/users/huayong/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/huayong/subscriptions","organizations_url":"https://api.github.com/users/huayong/orgs","repos_url":"https://api.github.com/users/huayong/repos","events_url":"https://api.github.com/users/huayong/events{/privacy}","received_events_url":"https://api.github.com/users/huayong/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-10-02T15:51:32Z","updated_at":"2015-10-03T18:37:36Z","closed_at":null,"body":"Hi bittnt,\r\n\r\nI had already installed crfasrnn and the code worked well.\r\nBut the code that you provided just contained the part using the trained model (TVG_CRFRNN_COCO_VOC.caffemodel) to get the result. How could I train a new model using my own data. Could you provide a pipeline about how to train a new model and the prototxt file used in training.\r\nAny response will be appreciated.\r\n\r\nBest wishes,\r\nHuayong"},"comment":{"url":"https://api.github.com/repos/torrvision/crfasrnn/issues/comments/145276184","html_url":"https://github.com/torrvision/crfasrnn/issues/2#issuecomment-145276184","issue_url":"https://api.github.com/repos/torrvision/crfasrnn/issues/2","id":145276184,"user":{"login":"bittnt","id":713075,"avatar_url":"https://avatars.githubusercontent.com/u/713075?v=3","gravatar_id":"","url":"https://api.github.com/users/bittnt","html_url":"https://github.com/bittnt","followers_url":"https://api.github.com/users/bittnt/followers","following_url":"https://api.github.com/users/bittnt/following{/other_user}","gists_url":"https://api.github.com/users/bittnt/gists{/gist_id}","starred_url":"https://api.github.com/users/bittnt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bittnt/subscriptions","organizations_url":"https://api.github.com/users/bittnt/orgs","repos_url":"https://api.github.com/users/bittnt/repos","events_url":"https://api.github.com/users/bittnt/events{/privacy}","received_events_url":"https://api.github.com/users/bittnt/received_events","type":"User","site_admin":false},"created_at":"2015-10-03T18:37:36Z","updated_at":"2015-10-03T18:37:36Z","body":"@huayong \r\n\r\nwe describe the training procedure in our ICCV 2015 paper (http://www.robots.ox.ac.uk/~szheng/papers/CRFasRNN.pdf). The parameters of the solver file for pascal voc dataset can be found in the paper. The prototxt and model are provided. The learning rate for each component of crf-rnn layer is given. To train the model on new dataset,  you only need to set up your own solver file. \r\n\r\nThanks."}}