Introduction
Bluesight is an AI platform for geospatial data. We offer hosted inference of Clay foundation model and a fine-tuning API for downstream tasks. All endpoints and support on the platform are free and will stay so through mid August. Please do get in touch at hello@bluesight.ai if you have questions or suggestions.
Clay model
Clay model is a 200 million parameter open-source transformer generating embedding representation for any region on the planet. It was trained on a variety of open-source satellite data with a tile size of 256x256. You can read more about it on Clay model developer webpage.
Embedding Inference
Our embedding inference API returns a 768-dimensional vector representation for any given satellite image. This embedding is useful for many various downstream tasks. We provide access to raw embeddings endpoints for your own experimentatio. Each API call, whether using raw pixels or coordinates, returns normalized 768-vector output.
Raw Pixel Inference
Pass raw satellite pixels (must be sqare with the length divisble by 8) and metadata directly for inference. Ideal for users with their own satellite imagery.
Coordinate-based Inference
Provide latitude and longitude coordinates. We automatically retrieve satellite data and perform inference.
Finetuning for downstream tasks
Our fine-tuning API empowers you to customize the Clay model for specific geospatial tasks, supporting regression, classification, and segmentation workflows. Simply provide your labeled dataset and configuration, and we’ll handle the fine-tuning process. Once complete, we offer hosted inference for your fine-tuned models, enabling fast and efficient predictions via raw pixel input for your custom tasks.