{"action":"created","issue":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/432","repository_url":"https://api.github.com/repos/AlexeyAB/darknet","labels_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/432/labels{/name}","comments_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/432/comments","events_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/432/events","html_url":"https://github.com/AlexeyAB/darknet/issues/432","id":303314081,"number":432,"title":"How to train custom objects based on yolo-resnet152?","user":{"login":"anguoyang","id":7838082,"avatar_url":"https://avatars1.githubusercontent.com/u/7838082?v=4","gravatar_id":"","url":"https://api.github.com/users/anguoyang","html_url":"https://github.com/anguoyang","followers_url":"https://api.github.com/users/anguoyang/followers","following_url":"https://api.github.com/users/anguoyang/following{/other_user}","gists_url":"https://api.github.com/users/anguoyang/gists{/gist_id}","starred_url":"https://api.github.com/users/anguoyang/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/anguoyang/subscriptions","organizations_url":"https://api.github.com/users/anguoyang/orgs","repos_url":"https://api.github.com/users/anguoyang/repos","events_url":"https://api.github.com/users/anguoyang/events{/privacy}","received_events_url":"https://api.github.com/users/anguoyang/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-03-08T00:43:26Z","updated_at":"2018-03-08T13:27:29Z","closed_at":null,"author_association":"NONE","body":"Hi@AlexeyAB, I have trained the yolo v2 with custom objects, it seems not so accurate, it is possibly because of my images for 1 object are always different.\r\nfor example, these 2 images are belong to the same category, we took photo on 2 sides of the snack:\r\nhttps://imgur.com/a/huw7x \r\nhttps://imgur.com/a/CiprO\r\n\r\nand we have many similar objects, which images on both sides are totally different, however, we need to detect them as one object.\r\n\r\nI currently used Yolo Mark which is also developed by you, there is training tutorial on yolo v2, however, I could not find any document on how to train with yolo-resnet152, I found this command:\r\ndarknet.exe partial resnet152.cfg resnet152.weights resnet152.201 201\r\n however, how can I input my custom images? could I just modified to this?:\r\ndarknet.exe partial data/img resnet152.cfg resnet152.weights resnet152.201 201\r\n\r\nThank you."},"comment":{"url":"https://api.github.com/repos/AlexeyAB/darknet/issues/comments/371486079","html_url":"https://github.com/AlexeyAB/darknet/issues/432#issuecomment-371486079","issue_url":"https://api.github.com/repos/AlexeyAB/darknet/issues/432","id":371486079,"user":{"login":"AlexeyAB","id":4096485,"avatar_url":"https://avatars3.githubusercontent.com/u/4096485?v=4","gravatar_id":"","url":"https://api.github.com/users/AlexeyAB","html_url":"https://github.com/AlexeyAB","followers_url":"https://api.github.com/users/AlexeyAB/followers","following_url":"https://api.github.com/users/AlexeyAB/following{/other_user}","gists_url":"https://api.github.com/users/AlexeyAB/gists{/gist_id}","starred_url":"https://api.github.com/users/AlexeyAB/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlexeyAB/subscriptions","organizations_url":"https://api.github.com/users/AlexeyAB/orgs","repos_url":"https://api.github.com/users/AlexeyAB/repos","events_url":"https://api.github.com/users/AlexeyAB/events{/privacy}","received_events_url":"https://api.github.com/users/AlexeyAB/received_events","type":"User","site_admin":false},"created_at":"2018-03-08T13:27:28Z","updated_at":"2018-03-08T13:27:28Z","author_association":"OWNER","body":"@anguoyang Yes,\r\n\r\n1. Just download: https://pjreddie.com/media/files/densenet201.weights\r\n\r\n2. Do `darknet.exe partial cfg/densenet201.cfg densenet201.weights densenet201.300 300`\r\n\r\n..."}}
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