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tensorflow / tpu

Reference models and tools for Cloud TPUs.
https://cloud.google.com/tpu/
Apache License 2.0
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EfficientNet as a feature extractor for TF object detection #380

Open ldalzovo opened 5 years ago

ldalzovo commented 5 years ago

Hello, is it possible to use EfficientNet as a feature extractor for TF object detection API? Is there a guide, or can you provide it, with the required steps to bring this or other official tpu models in TF-OD?

Thank you!

saberkun commented 5 years ago

We have a pending change to use EfficientNet as the backbone for the TPU maskrcnn model in this repo. For TF-OD, it requires some work. As we expose the endpoints required for detection framework, probably you can get a feature extractor too.

jamessmith90 commented 5 years ago

@saberkun I understand that this is the TPU repository of Tensorflow but more people are in interested in having a GPU version of EfficientNet Object Detection. Clients don't want to put their data on cloud.

dexception commented 5 years ago

@saberkun No new work is being done on the GPU side of Tensorflow. Can you confirm ?

If so i would like to move to PyTorch. Not interested in TPU's !

nanfangyuan commented 4 years ago

Hello, is it possible to use EfficientNet as a feature extractor for TF object detection API? Is there a guide, or can you provide it, with the required steps to bring this or other official tpu models in TF-OD?

Thank you!

but not downed the model??

jamessmith90 commented 4 years ago

@saberkun Any progress on Efficient Mask-RCNN ?