Exploring the Potential of the Segment Anything Model

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Figure 1: SAM - A Universal Segmentation Model. Source.

Image by Development Seed

Fig 2. Running SAM on different satellite imagery & brand combinations from planetary-computer.

Image by Development Seed

Fig 3. SAM as a data annotation tool

Figure 4: An oil slick that is perfectly segmented from a single input prompt. This is a game changer for fast data annotation and monitoring with satellite imagery!

The potential of SAM for use in data annotation and active learning workflows is immense.

Figure 6: An oil slick that is perfectly segmented from a single input prompt. This is a game changer for fast data annotation and monitoring with satellite imagery!

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