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Mobilenet v3 #6815

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bhack opened this issue May 18, 2019 · 12 comments
Closed

Mobilenet v3 #6815

bhack opened this issue May 18, 2019 · 12 comments
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models:research models that come under research directory stat:awaiting response Waiting on input from the contributor type:support

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@bhack
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bhack commented May 18, 2019

Do you will release Mobilenet v3?

https://arxiv.org/abs/1905.02244

@tensorflowbutler tensorflowbutler added the stat:awaiting response Waiting on input from the contributor label May 19, 2019
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Thank you for your post. We noticed you have not filled out the following field in the issue template. Could you update them if they are relevant in your case, or leave them as N/A? Thanks.
What is the top-level directory of the model you are using
Have I written custom code
OS Platform and Distribution
TensorFlow installed from
TensorFlow version
Bazel version
CUDA/cuDNN version
GPU model and memory
Exact command to reproduce

@bhack
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bhack commented May 20, 2019

System information

  • What is the top-level directory of the model you are using:
    N/A
  • Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
    N/A
  • OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
    N/A
  • TensorFlow installed from (source or binary):
    N/A
  • TensorFlow version (use command below):
    N/A
  • Bazel version (if compiling from source):
    N/A
  • CUDA/cuDNN version:
    N/A
  • GPU model and memory:
    N/A
  • Exact command to reproduce:
    N/A

@tensorflowbutler tensorflowbutler removed the stat:awaiting response Waiting on input from the contributor label May 21, 2019
@haikuoyao
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Have the same question.
Seems there's Pytorch implementation

@longxianlei
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Have the same question.
Seems there's Pytorch implementation

Yes, I have found this is applicable.https://github.com/kuan-wang/pytorch-mobilenet-v3

@no-1ne
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no-1ne commented Jun 1, 2019

Adding on to the request, improved segmentation, object detection models with Mobilenet V3 backbone as explained in the paper

@joker2017
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Please give a link to the official repository Mobilenet v3. I can not find

@filipvg68
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Given that the MobileNet V3 SSDLite models have been published recently, it would be great to have an example how to run a prediction using this model. The model seems to produce different results compared to the v1 and v2 models. Do you plan to make a tutorial available that shows what preprocessing is needed on the inputs and how to process the outputs?

@filipvg68
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Is there any update on the above question? The "ssd_mobilenet_v3_large_coco" model that was posted on Oct. 15 on de model zoo (https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md) has an output structure that is different from other object detection models. For example if you import the model.tflite from the tar file into https://lutzroeder.github.io/netron/, you get following output:
ssdmobilenetv3output
Can you please provide an end-to-end tutorial how to pre-process the data before feeding it into the model in TFlite and how to extract the data?

@bhack
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bhack commented Nov 13, 2019

https://ai.googleblog.com/2019/11/introducing-next-generation-on-device.html

@skulhare
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It looks like folks are interested in MobileNet V3 architecture TF code. TF Object detection model repo has the definitions of mobilenet architectures. https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet

hope this helps.

@ravikyram ravikyram self-assigned this Jun 25, 2020
@ravikyram ravikyram added models:research models that come under research directory type:support labels Jun 25, 2020
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@bhack

Is this still an issue?.Please, close this thread if your issue was resolved.Thanks!

@ravikyram ravikyram added the stat:awaiting response Waiting on input from the contributor label Jun 25, 2020
@bhack bhack closed this as completed Jun 25, 2020
@as24-asingla
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Do we have plans for including it in TF Hub Model repository?

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