{"action":"opened","issue":{"url":"https://api.github.com/repos/muvr/muvr-ios/issues/41","labels_url":"https://api.github.com/repos/muvr/muvr-ios/issues/41/labels{/name}","comments_url":"https://api.github.com/repos/muvr/muvr-ios/issues/41/comments","events_url":"https://api.github.com/repos/muvr/muvr-ios/issues/41/events","html_url":"https://github.com/muvr/muvr-ios/issues/41","id":106018368,"number":41,"title":"Repetition count improvement","user":{"login":"tmbo","id":1098412,"avatar_url":"https://avatars.githubusercontent.com/u/1098412?v=3","gravatar_id":"","url":"https://api.github.com/users/tmbo","html_url":"https://github.com/tmbo","followers_url":"https://api.github.com/users/tmbo/followers","following_url":"https://api.github.com/users/tmbo/following{/other_user}","gists_url":"https://api.github.com/users/tmbo/gists{/gist_id}","starred_url":"https://api.github.com/users/tmbo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tmbo/subscriptions","organizations_url":"https://api.github.com/users/tmbo/orgs","repos_url":"https://api.github.com/users/tmbo/repos","events_url":"https://api.github.com/users/tmbo/events{/privacy}","received_events_url":"https://api.github.com/users/tmbo/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/muvr/muvr-ios/labels/enhancement","name":"enhancement","color":"84b6eb"}],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2015-09-11T14:08:29Z","updated_at":"2015-09-11T14:08:29Z","closed_at":null,"body":"The repetition count right now just gives a broad estimation of the repetitions.\r\n\r\nTo improve on that we need some data to evaluate different strategies. I'd suggest to use the current predictions to show a screen on the pebble right after exercise selection to confirm change repetitions and store it. We can then use that data to improve the algorithm. So the pebble workflow for assisted classification would be:\r\n\r\nnot exercising --> hit it --> exercise --> hit it --> confirm exercise --> confirm repetitions --> not exercising\r\n\r\nDuring repetition confirmation we can use the up / down buttons to correct the estimate.\r\n\r\n- [ ] add repetition count collection to pebble UI\r\n- [ ] collect data\r\n- [ ] explore different settings for correlation algorithm / different algorithms"}}