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bhack avatar bhack commented on May 22, 2024 2

In future, we plan to incorporate more operations and optimizations into our search space, and apply it to more mobile vision tasks such as semantic segmentation.

https://ai.googleblog.com/2018/08/mnasnet-towards-automating-design-of.html

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bhack avatar bhack commented on May 22, 2024 1

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction code just released tensorflow/models#5430

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DavideBuffelli avatar DavideBuffelli commented on May 22, 2024

This is very useful, it would be great to have it

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Sandbox3aster avatar Sandbox3aster commented on May 22, 2024

Interested in working on it

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bhack avatar bhack commented on May 22, 2024

I think that we could not limit this to single image if we have a video source.

A reference dataset:
https://davischallenge.org

Related:
#84

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blitu12345 avatar blitu12345 commented on May 22, 2024

I'm also interested if anyone can guide me how to contribute and work on this?

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haifeng-jin avatar haifeng-jin commented on May 22, 2024

@blitu12345 Thank you for you interest.
@chenwydj is the one who is working on this issue.
You may talk to him via our gitter Lobby.
You can find it on our website badges.

Thanks.

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rafaelmarconiramos avatar rafaelmarconiramos commented on May 22, 2024

I'm working with image segmentation, and I have a considerable interest in this task.

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bhack avatar bhack commented on May 22, 2024

Related to mnasnet for segmentation:

https://github.com/Shathe/Semantic-Segmentation-Tensorflow-Eager

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bhack avatar bhack commented on May 22, 2024

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction:

https://arxiv.org/abs/1809.04184

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haifeng-jin avatar haifeng-jin commented on May 22, 2024

@rafaelmarconiramos Thank you so much for your work.
However, @chenwydj is also working on this one.
You may check with him on Gitter.

Thanks.

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TusharGupta01 avatar TusharGupta01 commented on May 22, 2024

Can I implement it using FCN?

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chenwydj avatar chenwydj commented on May 22, 2024

Can I implement it using FCN?

We are currently following the implementation from the ADE20K dataset

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stale avatar stale commented on May 22, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

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IamShubhamGupto avatar IamShubhamGupto commented on May 22, 2024

Any updates on the implementation?
I require it as part of my ongoing project, anything i can do to help with the development process ?

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andife avatar andife commented on May 22, 2024

The project is also interesting for me. What is the status? Is there a possibility to contribute?

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