{"action":"created","issue":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/703","repository_url":"https://api.github.com/repos/AlexeyAB/darknet","labels_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/703/labels{/name}","comments_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/703/comments","events_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/703/events","html_url":"https://github.com/AlexeyAB/darknet/issues/703","id":317884178,"number":703,"title":"Warning System | question ","user":{"login":"ashuezy","id":31314950,"avatar_url":"https://avatars2.githubusercontent.com/u/31314950?v=4","gravatar_id":"","url":"https://api.github.com/users/ashuezy","html_url":"https://github.com/ashuezy","followers_url":"https://api.github.com/users/ashuezy/followers","following_url":"https://api.github.com/users/ashuezy/following{/other_user}","gists_url":"https://api.github.com/users/ashuezy/gists{/gist_id}","starred_url":"https://api.github.com/users/ashuezy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ashuezy/subscriptions","organizations_url":"https://api.github.com/users/ashuezy/orgs","repos_url":"https://api.github.com/users/ashuezy/repos","events_url":"https://api.github.com/users/ashuezy/events{/privacy}","received_events_url":"https://api.github.com/users/ashuezy/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2018-04-26T05:36:51Z","updated_at":"2018-04-26T11:18:11Z","closed_at":null,"author_association":"NONE","body":"Hi,\r\n\r\nI am trying to build a warning system. The objects i am looking to detect are:\r\n-weapon\r\n-person\r\n-vehicle\r\n-fire\r\n\r\nWhich model should i use yolo-tiny or yolo-v2 ? \r\nI have also noticed that yolov3 way too accurate. Is there an option to train on yolov3 with limited number of categories or i will have to train from scratch ? \r\n\r\nAlso what do you mean by using pre-trained weights for the convolutional layers ? \r\nWhat part of the process is speed up by using pre-trained weights ?"},"comment":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/comments/384603784","html_url":"https://github.com/AlexeyAB/darknet/issues/703#issuecomment-384603784","issue_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/703","id":384603784,"user":{"login":"ashuezy","id":31314950,"avatar_url":"https://avatars2.githubusercontent.com/u/31314950?v=4","gravatar_id":"","url":"https://api.github.com/users/ashuezy","html_url":"https://github.com/ashuezy","followers_url":"https://api.github.com/users/ashuezy/followers","following_url":"https://api.github.com/users/ashuezy/following{/other_user}","gists_url":"https://api.github.com/users/ashuezy/gists{/gist_id}","starred_url":"https://api.github.com/users/ashuezy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ashuezy/subscriptions","organizations_url":"https://api.github.com/users/ashuezy/orgs","repos_url":"https://api.github.com/users/ashuezy/repos","events_url":"https://api.github.com/users/ashuezy/events{/privacy}","received_events_url":"https://api.github.com/users/ashuezy/received_events","type":"User","site_admin":false},"created_at":"2018-04-26T11:18:11Z","updated_at":"2018-04-26T11:18:11Z","author_association":"NONE","body":"1 min for each iteration ,,\r\n6000 mins = 4.166667 days ! Too much.\r\nThis is for the yolov3 model. \r\n\r\n"}}
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