{"action":"opened","number":490,"pull_request":{"url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/pulls/490","id":106852876,"html_url":"https://github.com/rbgirshick/py-faster-rcnn/pull/490","diff_url":"https://github.com/rbgirshick/py-faster-rcnn/pull/490.diff","patch_url":"https://github.com/rbgirshick/py-faster-rcnn/pull/490.patch","issue_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/490","number":490,"state":"open","locked":false,"title":" Faces dataset extension scripts for 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face detections using py-faster-rcnn\r\nso, I upload my implement script for fetching/handling data, and training prototxt\r\n\r\nas build up py-faster-run (i.e. ./tools/demo.py runs properly) .\r\n\r\n1. get a fine-tuned VGG16 model using py-faster-rcnn original script\r\n```\r\n./data/scripts/fetch_imagenet_models.sh\r\n```\r\n\r\n2. geting FDDB data set and training:\r\n```\r\n./data/scripts/get_FaceData.sh FDDB\r\n./experiments/scripts/faster_rcnn_end2end.sh 0 VGG16 FDDB\r\n```\r\n\r\n3. geting WIDER data set and training :\r\nWIDER data needed to be downloaded  here(http://mmlab.ie.cuhk.edu.hk/projects/WIDERFace/)\r\n```\r\n./data/scripts/get_FaceData.sh WIDER\r\n./experiments/scripts/faster_rcnn_end2end.sh 0 VGG16 WIDER\r\n```\r\n\r\n\r\n","created_at":"2017-02-18T07:42:35Z","updated_at":"2017-02-18T07:42:35Z","closed_at":null,"merged_at":null,"merge_commit_sha":null,"assignee":null,"assignees":[],"milestone":null,"commits_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/pulls/490/commits","review_comments_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/pulls/490/comments","review_comment_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/pulls/comments{/number}","comments_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/490/comments","statuses_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/statuses/4af53fb961ef41a999980952f179a7f581ca0b91","head":{"label":"Asiapenolove:master","ref":"master","sha":"4af53fb961ef41a999980952f179a7f581ca0b91","user":{"login":"Asiapenolove","id":25812403,"avatar_url":"https://avatars.githubusercontent.com/u/25812403?v=3","gravatar_id":"","url":"https://api.github.com/users/Asiapenolove","html_url":"https://github.com/Asiapenolove","followers_url":"https://api.github.com/users/Asiapenolove/followers","following_url":"https://api.github.com/users/Asiapenolove/following{/other_user}","gists_url":"https://api.github.com/users/Asiapenolove/gists{/gist_id}","starred_url":"https://api.github.com/users/Asiapenolove/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Asiapenolove/subscriptions","organizations_url":"https://api.github.com/users/Asiapenolove/orgs","repos_url":"https://api.github.com/users/Asiapenolove/repos","events_url":"https://api.github.com/users/Asiapenolove/events{/privacy}","received_events_url":"https://api.github.com/users/Asiapenolove/received_events","type":"User","site_admin":false},"repo":{"id":82146852,"name":"py-faster-rcnn","full_name":"Asiapenolove/py-faster-rcnn","owner":{"login":"Asiapenolove","id":25812403,"avatar_url":"https://avatars.githubusercontent.com/u/25812403?v=3","gravatar_id":"","url":"https://api.github.com/users/Asiapenolove","html_url":"https://github.com/Asiapenolove","followers_url":"https://api.github.com/users/Asiapenolove/followers","following_url":"https://api.github.com/users/Asiapenolove/following{/other_user}","gists_url":"https://api.github.com/users/Asiapenolove/gists{/gist_id}","starred_url":"https://api.github.com/users/Asiapenolove/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Asiapenolove/subscriptions","organizations_url":"https://api.github.com/users/Asiapenolove/orgs","repos_url":"https://api.github.com/users/Asiapenolove/repos","events_url":"https://api.github.com/users/Asiapenolove/events{/privacy}","received_events_url":"https://api.github.com/users/Asiapenolove/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/Asiapenolove/py-faster-rcnn","description":"Faster 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