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openclimatefix / metnet

PyTorch Implementation of Google Research's MetNet and MetNet-2
MIT License
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Demo this repo? #4

Open SaileshBechar opened 2 years ago

SaileshBechar commented 2 years ago

Hello team at Open Climate Fix,

I am really interested in the code you developed here in this repo! Is there an easy way to demo this code with real images from GOES and MRMS? I have the described data but am not sure how to interface with the code base.

Thanks again, Sailesh

jacobbieker commented 2 years ago

Hi, it should be fairly easy to get this working with those datasets. All that needs to be done would be to concatentate the GOES and MRMS image together, and then put them through the model. An example is sorta shown in the tests, in tests/test_model.py the only thing you would need tochange possibly is number of input and output channels. We are working on adding this to HuggingFace and making easy demos with Gradio, but haven't had the time yet to do so!

SaileshBechar commented 2 years ago

Great thank you Jacob! If I don't have to MRMS images to concatenate I can just change the dimensions of the input images correct? Sorry, I am new to all these neural networks. In addition, would it be okay to use some of this code in my 4th year design project? (with proper reference of course) We are building an app that would leverage the MetNet model

jacobbieker commented 2 years ago

Yeah! Just change the input channels and output channels and it should just work! And of course, use it however you want! We'd love to see how other people use these models we are implementing

peterdudfield commented 1 year ago

@all-contributors please add @SaileshBechar for question

allcontributors[bot] commented 1 year ago

@peterdudfield

I've put up a pull request to add @SaileshBechar! :tada: