{"action":"created","issue":{"url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/36","repository_url":"https://api.github.com/repos/garnele007/SwiftOCR","labels_url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/36/labels{/name}","comments_url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/36/comments","events_url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/36/events","html_url":"https://github.com/garnele007/SwiftOCR/issues/36","id":167181697,"number":36,"title":"Optimize Training parameters","user":{"login":"pabloromeu","id":3224197,"avatar_url":"https://avatars.githubusercontent.com/u/3224197?v=3","gravatar_id":"","url":"https://api.github.com/users/pabloromeu","html_url":"https://github.com/pabloromeu","followers_url":"https://api.github.com/users/pabloromeu/followers","following_url":"https://api.github.com/users/pabloromeu/following{/other_user}","gists_url":"https://api.github.com/users/pabloromeu/gists{/gist_id}","starred_url":"https://api.github.com/users/pabloromeu/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pabloromeu/subscriptions","organizations_url":"https://api.github.com/users/pabloromeu/orgs","repos_url":"https://api.github.com/users/pabloromeu/repos","events_url":"https://api.github.com/users/pabloromeu/events{/privacy}","received_events_url":"https://api.github.com/users/pabloromeu/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":6,"created_at":"2016-07-23T12:13:13Z","updated_at":"2016-09-06T04:43:15Z","closed_at":null,"body":"Hi,\r\n\r\nI just came across your project and it is awesome! 👍 \r\n\r\nI have worked with some Deep NN and I know it is better to try different parameters (learning rate, momentum, etc.) to get better results and provide the best trained network (using the test group) to the user. I have looked at your training sample and I realized you simply set the parameters to fixed ones (0.7 learning rate , 0.4 momentum ...) and you have a fixed 1-hidden layer size.\r\n\r\nI do not know the algorithm you use to recognize the texts (BTW: Could you provide a source for the algorithm so I read about it a bit?) but I would like to try a bunch of parameters to see if I can improve the obtained weights of the neural network, but the problem is I do not find much documentation on your project. Could you provide me some insights about how the algorithm works, why you use that learning rate, momentum, etc? \r\n\r\nThanks!"},"comment":{"url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/comments/244848458","html_url":"https://github.com/garnele007/SwiftOCR/issues/36#issuecomment-244848458","issue_url":"https://api.github.com/repos/garnele007/SwiftOCR/issues/36","id":244848458,"user":{"login":"garnele007","id":9914734,"avatar_url":"https://avatars.githubusercontent.com/u/9914734?v=3","gravatar_id":"","url":"https://api.github.com/users/garnele007","html_url":"https://github.com/garnele007","followers_url":"https://api.github.com/users/garnele007/followers","following_url":"https://api.github.com/users/garnele007/following{/other_user}","gists_url":"https://api.github.com/users/garnele007/gists{/gist_id}","starred_url":"https://api.github.com/users/garnele007/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/garnele007/subscriptions","organizations_url":"https://api.github.com/users/garnele007/orgs","repos_url":"https://api.github.com/users/garnele007/repos","events_url":"https://api.github.com/users/garnele007/events{/privacy}","received_events_url":"https://api.github.com/users/garnele007/received_events","type":"User","site_admin":false},"created_at":"2016-09-06T04:43:15Z","updated_at":"2016-09-06T04:43:15Z","body":"@RollingGoron The lower the number, the more accurate (and time-consuming) the training should get."}}
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