{"action":"created","issue":{"url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1","repository_url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN","labels_url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1/labels{/name}","comments_url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1/comments","events_url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1/events","html_url":"https://github.com/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1","id":190230062,"number":1,"title":"could you post also the evaluation results?","user":{"login":"autosquid","id":758925,"avatar_url":"https://avatars.githubusercontent.com/u/758925?v=3","gravatar_id":"","url":"https://api.github.com/users/autosquid","html_url":"https://github.com/autosquid","followers_url":"https://api.github.com/users/autosquid/followers","following_url":"https://api.github.com/users/autosquid/following{/other_user}","gists_url":"https://api.github.com/users/autosquid/gists{/gist_id}","starred_url":"https://api.github.com/users/autosquid/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/autosquid/subscriptions","organizations_url":"https://api.github.com/users/autosquid/orgs","repos_url":"https://api.github.com/users/autosquid/repos","events_url":"https://api.github.com/users/autosquid/events{/privacy}","received_events_url":"https://api.github.com/users/autosquid/received_events","type":"User","site_admin":false},"labels":[{"id":475296269,"url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/labels/question","name":"question","color":"cc317c","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-11-18T03:49:50Z","updated_at":"2016-11-18T20:58:09Z","closed_at":null,"body":""},"comment":{"url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/comments/261640052","html_url":"https://github.com/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1#issuecomment-261640052","issue_url":"https://api.github.com/repos/aqibsaeed/Human-Activity-Recognition-using-CNN/issues/1","id":261640052,"user":{"login":"aqibsaeed","id":5706772,"avatar_url":"https://avatars.githubusercontent.com/u/5706772?v=3","gravatar_id":"","url":"https://api.github.com/users/aqibsaeed","html_url":"https://github.com/aqibsaeed","followers_url":"https://api.github.com/users/aqibsaeed/followers","following_url":"https://api.github.com/users/aqibsaeed/following{/other_user}","gists_url":"https://api.github.com/users/aqibsaeed/gists{/gist_id}","starred_url":"https://api.github.com/users/aqibsaeed/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/aqibsaeed/subscriptions","organizations_url":"https://api.github.com/users/aqibsaeed/orgs","repos_url":"https://api.github.com/users/aqibsaeed/repos","events_url":"https://api.github.com/users/aqibsaeed/events{/privacy}","received_events_url":"https://api.github.com/users/aqibsaeed/received_events","type":"User","site_admin":false},"created_at":"2016-11-18T20:58:09Z","updated_at":"2016-11-18T20:58:09Z","body":"The results were quite promising. I am sorry, but I avoid posting numbers as I used only one dataset. For in depth evaluation of model, experiments have to be performed on different datasets. You can look into the papers mentioned in the blog post for potential datasets. \r\n\r\nIf you want to use this code on the Actitracker dataset. I would suggest you to train deeper model  with combination of convolution, pooling and dropout etc. You will be amazed how much model can learn from raw signal."}}
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