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idiap / attention-sampling

This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using attention-sampling
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could you provide a pytorch implementation? #1

Open DanceInDark opened 5 years ago

angeloskath commented 5 years ago

Yes but firstly I will focus on completing the keras/tf release and making a pip installable package from PyPI.

If anybody feels like contributing a Pytorch implementation that would be ideal ;-) ...

timqqt commented 4 years ago

I just finished the Pytorch implementation. Before releasing, could you help me check the correction and let me know how to cite your work.

angeloskath commented 4 years ago

That sounds awesome!

I am a bit swamped at the moment but I can fully help mid-February. Is that too late for you? If yes I can try to help now but I can't promise much.

Thank you so much for your work!

Cheers, Angelos

angeloskath commented 4 years ago

@timqqt Let me know if you need help with anything.

timqqt commented 4 years ago

@timqqt Let me know if you need help with anything.

Thanks. Sorry for the late response. I made some modifications of the Pytorch implementation for my own research. I will try to separate them and I will let you know when I am finished.

muzhibenying commented 4 years ago

I just finished the Pytorch implementation. Before releasing, could you help me check the correction and let me know how to cite your work.

Hello, I am a new learner of deep learning and now I'm struggling for a breast cancer project. Because of the lack of ability, I can not convert the keras version implementation to a pytorch version. Are you willing to share your pytorch implementation? Thank you very much.

jorism1993 commented 4 years ago

I have made a pytorch version and published it here: https://github.com/sara-nl/attention-sampling-pytorch. I have basically rewritten every function to pytorch and tried to adhere as much as possible to the structure in this repo. I have tested it on the speedlimits detection and mega mnist challenges, yielding comparable results to this repository.

muzhibenying commented 4 years ago

Thank you very much! It's vey kind of you.

------------------ 原始邮件 ------------------ 发件人: "jorism1993"<notifications@github.com>; 发送时间: 2020年5月7日(星期四) 晚上10:10 收件人: "idiap/attention-sampling"<attention-sampling@noreply.github.com>; 抄送: "左志群"<2590860900@qq.com>; "Comment"<comment@noreply.github.com>; 主题: Re: [idiap/attention-sampling] could you provide a pytorch implementation? (#1)

I have made a pytorch version and published it here: https://github.com/sara-nl/attention-sampling-pytorch. I have basically rewritten every function to pytorch and tried to adhere as much as possible to the structure in this repo. I have tested it on the speedlimits detection and mega mnist challenges, yielding comparable results to this repository.

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