Model Overview

The Segmentation model is capable of segmenting all visible objects of interest in satellite imagery. It is compatible with any satellite imagery that has RGB bands including Sentinel-2, Landsat, and MODIS.

With that said, note that:

• The model detects objects but does not classify them.
• The model performance is best when all objects of interest are clearly visible and not too small.
• Your source imagery resolution may be too coarse resulting in your objects of interest. For instance, some small farms in India might appear as objects covering less than 10 x 10 pixels. In that case, you may want to increase the zoom factor to greater than 3 when running the model so that the imagery is upscaled before running through the model resulting in much better performance.