{"action":"created","issue":{"url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/1087","repository_url":"https://api.github.com/repos/matterport/Mask_RCNN","labels_url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/1087/labels{/name}","comments_url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/1087/comments","events_url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/1087/events","html_url":"https://github.com/matterport/Mask_RCNN/issues/1087","id":374851272,"node_id":"MDU6SXNzdWUzNzQ4NTEyNzI=","number":1087,"title":"mask RCNN in production","user":{"login":"abhrau","id":43309115,"node_id":"MDQ6VXNlcjQzMzA5MTE1","avatar_url":"https://avatars3.githubusercontent.com/u/43309115?v=4","gravatar_id":"","url":"https://api.github.com/users/abhrau","html_url":"https://github.com/abhrau","followers_url":"https://api.github.com/users/abhrau/followers","following_url":"https://api.github.com/users/abhrau/following{/other_user}","gists_url":"https://api.github.com/users/abhrau/gists{/gist_id}","starred_url":"https://api.github.com/users/abhrau/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/abhrau/subscriptions","organizations_url":"https://api.github.com/users/abhrau/orgs","repos_url":"https://api.github.com/users/abhrau/repos","events_url":"https://api.github.com/users/abhrau/events{/privacy}","received_events_url":"https://api.github.com/users/abhrau/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-10-29T04:09:56Z","updated_at":"2018-10-30T13:17:00Z","closed_at":null,"author_association":"NONE","body":"Hi All,\r\nhave few questions regarding usage of mask Rcnn for small applications...I am asking these questions because it seems pretty slow and needs lot of memory to process.\r\n\r\n1) Is it possible to use mask RCNN on desktops (no GPUs) for small applications using open CV?\r\n2) If yes, what woudl be the configuration of the target system?\r\n\r\nPlease share your experiences / thoughts on these..\r\n"},"comment":{"url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/comments/434296527","html_url":"https://github.com/matterport/Mask_RCNN/issues/1087#issuecomment-434296527","issue_url":"https://api.github.com/repos/matterport/Mask_RCNN/issues/1087","id":434296527,"node_id":"MDEyOklzc3VlQ29tbWVudDQzNDI5NjUyNw==","user":{"login":"abhrau","id":43309115,"node_id":"MDQ6VXNlcjQzMzA5MTE1","avatar_url":"https://avatars3.githubusercontent.com/u/43309115?v=4","gravatar_id":"","url":"https://api.github.com/users/abhrau","html_url":"https://github.com/abhrau","followers_url":"https://api.github.com/users/abhrau/followers","following_url":"https://api.github.com/users/abhrau/following{/other_user}","gists_url":"https://api.github.com/users/abhrau/gists{/gist_id}","starred_url":"https://api.github.com/users/abhrau/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/abhrau/subscriptions","organizations_url":"https://api.github.com/users/abhrau/orgs","repos_url":"https://api.github.com/users/abhrau/repos","events_url":"https://api.github.com/users/abhrau/events{/privacy}","received_events_url":"https://api.github.com/users/abhrau/received_events","type":"User","site_admin":false},"created_at":"2018-10-30T13:17:00Z","updated_at":"2018-10-30T13:17:00Z","author_association":"NONE","body":"Hi fastlater,\r\nThank you very much for your response... so it is clear from the post shared by you it is not a memory efficient model..  but are there any models which are accurate and memory efficient (means fast) compared to mask RCNN? (i am still searching but not yet successful )\r\nAnd one more question.. when i am trying to test with mask RCNN model, some times it is generating masks for back ground shadows also.. so how to generate the masks for the exact objects? Surely appreciate your inputs\r\nThanks\r\nAbhrau"}}
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