{"action":"opened","issue":{"url":"https://api.github.com/repos/apple/turicreate/issues/965","repository_url":"https://api.github.com/repos/apple/turicreate","labels_url":"https://api.github.com/repos/apple/turicreate/issues/965/labels{/name}","comments_url":"https://api.github.com/repos/apple/turicreate/issues/965/comments","events_url":"https://api.github.com/repos/apple/turicreate/issues/965/events","html_url":"https://github.com/apple/turicreate/issues/965","id":350158344,"node_id":"MDU6SXNzdWUzNTAxNTgzNDQ=","number":965,"title":"Improve Data Preparation Section of Object Detection","user":{"login":"Kurry","id":857247,"node_id":"MDQ6VXNlcjg1NzI0Nw==","avatar_url":"https://avatars2.githubusercontent.com/u/857247?v=4","gravatar_id":"","url":"https://api.github.com/users/Kurry","html_url":"https://github.com/Kurry","followers_url":"https://api.github.com/users/Kurry/followers","following_url":"https://api.github.com/users/Kurry/following{/other_user}","gists_url":"https://api.github.com/users/Kurry/gists{/gist_id}","starred_url":"https://api.github.com/users/Kurry/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Kurry/subscriptions","organizations_url":"https://api.github.com/users/Kurry/orgs","repos_url":"https://api.github.com/users/Kurry/repos","events_url":"https://api.github.com/users/Kurry/events{/privacy}","received_events_url":"https://api.github.com/users/Kurry/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-08-13T19:19:30Z","updated_at":"2018-08-13T19:19:30Z","closed_at":null,"author_association":"NONE","body":"https://github.com/apple/turicreate/blob/master/userguide/object_detection/data-preparation.md\r\n\r\nIn my opinion, I think the bitmask reference image example is bad to have in the documentation because its not realistic to how developers are going to create their datasets. I think most people will not have bitmask reference images, but will use something like https://github.com/sgp715/simple_image_annotator to annotate their images and output the image annotations to a csv file.\r\n\r\n<img width=\"1395\" alt=\"screen shot 2018-08-13 at 12 19 45 pm\" src=\"https://user-images.githubusercontent.com/857247/44052383-7716c58c-9f0a-11e8-94e0-d9391ec51172.png\">\r\n\r\nAnnotations\r\n\r\nimage | id | label | xMin | xMax | yMin | yMax\r\nacne-excoriated-20.jpg | 1 | excorciated | 58 | 112 | 119 | 161\r\nacne-excoriated-20.jpg | 2 | excorciated | 34 | 94 | 215 | 293\r\nacne-excoriated-20.jpg | 3 | excorciated | 117 | 176 | 313 | 384\r\nacne-excoriated-20.jpg | 4 | excorciated | 560 | 623 | 142 | 187\r\nacne-excoriated-20.jpg | 5 | excorciated | 533 | 581 | 282 | 327\r\nacne-excoriated-20.jpg | 6 | excorciated | 565 | 603 | 343 | 362\r\nacne-excoriated-20.jpg | 7 | excorciated | 415 | 464 | 313 | 361\r\nacne-excoriated-20.jpg | 8 | excorciated | 302 | 341 | 262 | 301\r\nacne-excoriated-20.jpg | 9 | excorciated | 345 | 425 | 262 | 311\r\nacne-excoriated-20.jpg | 10 | excorciated | 243 | 293 | 342 | 396\r\nacne-excoriated-20.jpg | 11 | excorciated | 260 | 304 | 211 | 241\r\n\r\nI'm six hours in, and all of the joy I had initially felt when learning about this library is gone, and now I'm just combing through the documentation, so I apologize if it feels like I'm complaining too much.\r\n"}}
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