{"action":"created","issue":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/418","repository_url":"https://api.github.com/repos/AlexeyAB/darknet","labels_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/418/labels{/name}","comments_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/418/comments","events_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/418/events","html_url":"https://github.com/AlexeyAB/darknet/issues/418","id":301681826,"number":418,"title":"How to use gen_anchors.py","user":{"login":"sayanmutd","id":17631250,"avatar_url":"https://avatars2.githubusercontent.com/u/17631250?v=4","gravatar_id":"","url":"https://api.github.com/users/sayanmutd","html_url":"https://github.com/sayanmutd","followers_url":"https://api.github.com/users/sayanmutd/followers","following_url":"https://api.github.com/users/sayanmutd/following{/other_user}","gists_url":"https://api.github.com/users/sayanmutd/gists{/gist_id}","starred_url":"https://api.github.com/users/sayanmutd/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sayanmutd/subscriptions","organizations_url":"https://api.github.com/users/sayanmutd/orgs","repos_url":"https://api.github.com/users/sayanmutd/repos","events_url":"https://api.github.com/users/sayanmutd/events{/privacy}","received_events_url":"https://api.github.com/users/sayanmutd/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2018-03-02T07:54:48Z","updated_at":"2018-03-02T15:12:13Z","closed_at":null,"author_association":"NONE","body":"@AlexeyAB  How can i use gen_anchors.py and how to decide upon number of cluster on my custom dataset. My custom dataset contains 10 distinct objects which are non-overlapping in nature."},"comment":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/comments/369947345","html_url":"https://github.com/AlexeyAB/darknet/issues/418#issuecomment-369947345","issue_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/418","id":369947345,"user":{"login":"sivagnanamn","id":14053778,"avatar_url":"https://avatars2.githubusercontent.com/u/14053778?v=4","gravatar_id":"","url":"https://api.github.com/users/sivagnanamn","html_url":"https://github.com/sivagnanamn","followers_url":"https://api.github.com/users/sivagnanamn/followers","following_url":"https://api.github.com/users/sivagnanamn/following{/other_user}","gists_url":"https://api.github.com/users/sivagnanamn/gists{/gist_id}","starred_url":"https://api.github.com/users/sivagnanamn/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sivagnanamn/subscriptions","organizations_url":"https://api.github.com/users/sivagnanamn/orgs","repos_url":"https://api.github.com/users/sivagnanamn/repos","events_url":"https://api.github.com/users/sivagnanamn/events{/privacy}","received_events_url":"https://api.github.com/users/sivagnanamn/received_events","type":"User","site_admin":false},"created_at":"2018-03-02T15:12:13Z","updated_at":"2018-03-02T15:12:13Z","author_association":"NONE","body":"@VanitarNordic Instead of using default VOC anchors, generating custom anchors for our own dataset does help to get better mAP. I've seen a considerable 4-5% increase. Again it depends on the dataset and types of objects in them."}}
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