{"action":"closed","issue":{"url":"https://api.github.com/repos/eric612/MobileNet-YOLO/issues/47","repository_url":"https://api.github.com/repos/eric612/MobileNet-YOLO","labels_url":"https://api.github.com/repos/eric612/MobileNet-YOLO/issues/47/labels{/name}","comments_url":"https://api.github.com/repos/eric612/MobileNet-YOLO/issues/47/comments","events_url":"https://api.github.com/repos/eric612/MobileNet-YOLO/issues/47/events","html_url":"https://github.com/eric612/MobileNet-YOLO/issues/47","id":394133203,"node_id":"MDU6SXNzdWUzOTQxMzMyMDM=","number":47,"title":"How to train MobileNet-YOLO-v3-lite with custom dataset?","user":{"login":"PiyalGeorge","id":22025703,"node_id":"MDQ6VXNlcjIyMDI1NzAz","avatar_url":"https://avatars2.githubusercontent.com/u/22025703?v=4","gravatar_id":"","url":"https://api.github.com/users/PiyalGeorge","html_url":"https://github.com/PiyalGeorge","followers_url":"https://api.github.com/users/PiyalGeorge/followers","following_url":"https://api.github.com/users/PiyalGeorge/following{/other_user}","gists_url":"https://api.github.com/users/PiyalGeorge/gists{/gist_id}","starred_url":"https://api.github.com/users/PiyalGeorge/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/PiyalGeorge/subscriptions","organizations_url":"https://api.github.com/users/PiyalGeorge/orgs","repos_url":"https://api.github.com/users/PiyalGeorge/repos","events_url":"https://api.github.com/users/PiyalGeorge/events{/privacy}","received_events_url":"https://api.github.com/users/PiyalGeorge/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2018-12-26T10:07:01Z","updated_at":"2019-01-03T09:19:10Z","closed_at":"2019-01-03T09:19:10Z","author_association":"NONE","body":"Hi, @eric612 , Thanks for this amazing repo. Your [mobilenet-yolov3-lite model](https://github.com/eric612/MobileNet-YOLO/blob/master/models/yolov3/mobilenet_yolov3_lite_deploy.caffemodel) is giving good results with good fps. \r\nCurrently following your repo, i'm trying to do training on mobilenet-yolov3-lite with my custom dataset. I'm having 6 classes(including background), 50000 images converted to LMDB. I'm using [train_yolov3_lite.sh](https://github.com/eric612/MobileNet-YOLO/blob/master/train_yolov3_lite.sh) for training. I modified _mobilenet_yolov3_lite_train.prototxt_, label_prototxt, LMDB and batch_size in [here](https://raw.githubusercontent.com/eric612/MobileNet-YOLO/master/models/yolov3/mobilenet_yolov3_lite_train.prototxt). My system allows a batch size of only 2 for training and 1 for testing(total 3). I have trained till 50000 iterations. I modified the classes in _yolo_detect.cpp_ , make file, etc. then modified the _demo_yolo_lite.sh_ for the new model. but it caused some convolution 'bias_term' issue in _mobilenet_yolov3_lite_deploy.prototxt_ . Hence modified that deploy file also. After rectifying all these, when i try to run the model, it still doesn't give output, no errors. Can you help me resolve this?"}}
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