{"action":"created","issue":{"url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/419","repository_url":"https://api.github.com/repos/fizyr/keras-retinanet","labels_url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/419/labels{/name}","comments_url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/419/comments","events_url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/419/events","html_url":"https://github.com/fizyr/keras-retinanet/issues/419","id":316496933,"node_id":"MDU6SXNzdWUzMTY0OTY5MzM=","number":419,"title":"Validation Accuracy","user":{"login":"suchiek","id":38587809,"node_id":"MDQ6VXNlcjM4NTg3ODA5","avatar_url":"https://avatars2.githubusercontent.com/u/38587809?v=4","gravatar_id":"","url":"https://api.github.com/users/suchiek","html_url":"https://github.com/suchiek","followers_url":"https://api.github.com/users/suchiek/followers","following_url":"https://api.github.com/users/suchiek/following{/other_user}","gists_url":"https://api.github.com/users/suchiek/gists{/gist_id}","starred_url":"https://api.github.com/users/suchiek/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/suchiek/subscriptions","organizations_url":"https://api.github.com/users/suchiek/orgs","repos_url":"https://api.github.com/users/suchiek/repos","events_url":"https://api.github.com/users/suchiek/events{/privacy}","received_events_url":"https://api.github.com/users/suchiek/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-04-21T14:34:25Z","updated_at":"2018-12-04T18:57:08Z","closed_at":"2018-04-21T21:16:21Z","author_association":"NONE","body":"I am using train.py to do some transfer learning on my labelled data in a csv file. I froze the resnet backbone and used other default settings.\r\n\r\nThis is what I am seeing for trainable parameters:\r\n\r\nTotal params: 36,486,682\r\nTrainable params: 12,925,530\r\nNon-trainable params: 23,561,152\r\n\r\nThe model is still training and here is the output:\r\n\r\nEpoch 9/50\r\n 9999/10000 [============================>.] - ETA: 0s - loss: 0.7709 - regression_loss: 0.5119 - classification_loss: 0.2590                 \r\nEpoch 00009: saving model to ./snapshots/resnet50_csv_09.h5\r\n10000/10000 [==============================] - 5031s 503ms/step - loss: 0.7712 - regression_loss: 0.5121 - classification_loss: 0.2591\r\nEpoch 10/50\r\n 1157/10000 [==>...........................] - ETA: 1:14:00 - loss: 0.7830 - regression_loss: 0.5143 - classification_loss: 0.2687\r\n\r\nPlease let me know how I can see the validation accuracy. Do we need a validation csv file for this?\r\n\r\nthanks!\r\n"},"comment":{"url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/comments/444215925","html_url":"https://github.com/fizyr/keras-retinanet/issues/419#issuecomment-444215925","issue_url":"https://api.github.com/repos/fizyr/keras-retinanet/issues/419","id":444215925,"node_id":"MDEyOklzc3VlQ29tbWVudDQ0NDIxNTkyNQ==","user":{"login":"ShibaPrasad","id":12077129,"node_id":"MDQ6VXNlcjEyMDc3MTI5","avatar_url":"https://avatars0.githubusercontent.com/u/12077129?v=4","gravatar_id":"","url":"https://api.github.com/users/ShibaPrasad","html_url":"https://github.com/ShibaPrasad","followers_url":"https://api.github.com/users/ShibaPrasad/followers","following_url":"https://api.github.com/users/ShibaPrasad/following{/other_user}","gists_url":"https://api.github.com/users/ShibaPrasad/gists{/gist_id}","starred_url":"https://api.github.com/users/ShibaPrasad/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ShibaPrasad/subscriptions","organizations_url":"https://api.github.com/users/ShibaPrasad/orgs","repos_url":"https://api.github.com/users/ShibaPrasad/repos","events_url":"https://api.github.com/users/ShibaPrasad/events{/privacy}","received_events_url":"https://api.github.com/users/ShibaPrasad/received_events","type":"User","site_admin":false},"created_at":"2018-12-04T18:57:08Z","updated_at":"2018-12-04T18:57:08Z","author_association":"NONE","body":"@hgaiser:  would you please tell me in details and command i need to use for  --val-annotations ?"}}
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