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ChenDelong1999 / RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)
https://arxiv.org/abs/2306.11029
Apache License 2.0
277 stars 18 forks source link

Fine tuning? #20

Closed BradNeuberg closed 7 months ago

BradNeuberg commented 8 months ago

Great paper and work! Thank you for publishing this.

In your github repo I don't see training or fine tuning code or details. Are those available?

Thanks!

ChenDelong1999 commented 8 months ago

Yes we didn't include training/finetuning codes in this repo.

However, as the RemoteCLIP checkpoint is provided in OpenCLIP format, it's possible to finetune RemoteCLIP with the OpenCLIP codebase.

Please see here for more details.

Thank you : )

Pengyu-gis commented 7 months ago

Thank you for your excellent work, I would like to ask a follow up question, are you using tif format files or jpg format files for training? (Since this may affect fine tuning). As a lot of remote sensing image data are tif files, if I want to fine-tune based on tif, is it unable to do so with openclip's format?

Hoping you can help clear up my confusion, thanks for your time!