Clay-foundation / model

The Clay Foundation Model (in development)
https://clay-foundation.github.io/model/
Apache License 2.0
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Request: Tutorial for using Clay as a Unet backbone #302

Open pkopparla opened 1 month ago

pkopparla commented 1 month ago

Hello,

I work a lot with Unets for satellite imagery for segmentation tasks, which is a popular satellite data/AI task. I'm interested in swapping out the typical Resnet/VGG encoder backbones with Clay to see how that changes performance. Would it be possible to make a tutorial notebook showing how to plug in the Clay encoder for Sentinel-2 RGB? If such an example exists in code somewhere, I'm happy to be pointed in that direction.

srmsoumya commented 1 month ago

The Clay documentation page provides more details on using the Clay Encoder for tasks like segmentation, detection, regression, and classification.

We also held a technical walkthrough session that covers the architecture and design language of Clay. Additionally, we have a basic example of segmenting Clay on the Chesapeake Bay dataset here.