{"action":"created","issue":{"url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2","repository_url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS","labels_url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2/labels{/name}","comments_url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2/comments","events_url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2/events","html_url":"https://github.com/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2","id":280229309,"number":2,"title":"Model parameters","user":{"login":"emojiface-ops","id":23664055,"avatar_url":"https://avatars2.githubusercontent.com/u/23664055?v=4","gravatar_id":"","url":"https://api.github.com/users/emojiface-ops","html_url":"https://github.com/emojiface-ops","followers_url":"https://api.github.com/users/emojiface-ops/followers","following_url":"https://api.github.com/users/emojiface-ops/following{/other_user}","gists_url":"https://api.github.com/users/emojiface-ops/gists{/gist_id}","starred_url":"https://api.github.com/users/emojiface-ops/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/emojiface-ops/subscriptions","organizations_url":"https://api.github.com/users/emojiface-ops/orgs","repos_url":"https://api.github.com/users/emojiface-ops/repos","events_url":"https://api.github.com/users/emojiface-ops/events{/privacy}","received_events_url":"https://api.github.com/users/emojiface-ops/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":12,"created_at":"2017-12-07T18:19:08Z","updated_at":"2017-12-13T03:37:44Z","closed_at":null,"author_association":"NONE","body":"Hey, great example app, thanks for posting! Your model's accuracy is really impressive. I'm trying to train the model like yours and not getting anywhere near the same accuracy. Mine is 224x224 and alpha=0.5. Using (https://github.com/akirasosa/mobile-semantic-segmentation), I tried running train_full.py on the LFW dataset, with default parameters. I also tried starting with \"mobilenet_1_0_224_tf_no_top.h5\", training using train_top_model.py, then train_fine_tune.py. Still poor accuracy. How'd you do it?! :)\r\n\r\n[Also, your model is 6MB and mine is 24.2MB (!)]"},"comment":{"url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/comments/351272833","html_url":"https://github.com/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2#issuecomment-351272833","issue_url":"https://api.github.com/repos/vfa-tranhv/MobileAILab-HairColor-iOS/issues/2","id":351272833,"user":{"login":"akirasosa","id":1509852,"avatar_url":"https://avatars0.githubusercontent.com/u/1509852?v=4","gravatar_id":"","url":"https://api.github.com/users/akirasosa","html_url":"https://github.com/akirasosa","followers_url":"https://api.github.com/users/akirasosa/followers","following_url":"https://api.github.com/users/akirasosa/following{/other_user}","gists_url":"https://api.github.com/users/akirasosa/gists{/gist_id}","starred_url":"https://api.github.com/users/akirasosa/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/akirasosa/subscriptions","organizations_url":"https://api.github.com/users/akirasosa/orgs","repos_url":"https://api.github.com/users/akirasosa/repos","events_url":"https://api.github.com/users/akirasosa/events{/privacy}","received_events_url":"https://api.github.com/users/akirasosa/received_events","type":"User","site_admin":false},"created_at":"2017-12-13T03:37:44Z","updated_at":"2017-12-13T03:37:44Z","author_association":"COLLABORATOR","body":"Your dice loss is very low. You should debug each steps. For example, the set of image and mask is corresponding or not."}}
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