Hang Zhang comments

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Hang Zhang

Icon request: icon-mendeley, icon-google-scholar

[Feature request] I think we should hybridize the segmentation models.

> Maybe we can do local distributed training style instead of multithreading The SyncBN is implemented in operator level, which does not support distributed training. The synchronization happens within the...

void label not correctly ignored in metrics/voc_segmentation.py ?

The label -1 is ignored during the training and evaluation.

void label not correctly ignored in metrics/voc_segmentation.py ?

Thanks for the comments! I agree and will add more comments about the util functions.

efficientnet

Link to model unitest: https://github.com/dmlc/gluon-cv/blob/master/tests/unittests/test_model_zoo.py#L147

efficientnet

> Like @chinakook said please try to remove usage of `.shape` in the network. @sufeidechabei I think you may allow an argument during the init function to fix the input...

[Feature Request] Add Other State-of-the-art Detection Models

For detection models, we have FPN, Mask RCNN, YOLO V3, RetinaNet in our roadmap. @zhreshold please corrects me, if it is wrong.

deeplabv3

Cityscapes requires larger crop size, which is very memory consuming. Unfortunately, single GPU won't work

I want to ask you a question and look forward to your reply.

ResNeSt has the same interface as the ResNet. You should be able to find some example of doing that.

I want to ask you a question and look forward to your reply.

ImageNet training is here https://github.com/zhanghang1989/ResNeSt/tree/master/scripts/gluon