Label Data with Segment Anything Model (SAM) in Roboflow

We are excited to release support for zero-shot segmentation labeling in Roboflow Annotate using Meta AI’s Segment Anything Model (SAM).

Using the Smart Polygon feature, you’re accessing a cloud-hosted Segment Anything model enabling you to apply polygon annotations faster, easier, and more accurately than ever before, right inside the Roboflow UI. No setup. No servers. No integrations. Create annotations with one click.

Chapters:

00:00 - Introduction
00:35 - Concrete Cracks Annotation with Smart Polygon
03:06 - Converting Bounding Box Blueberry Object Detection Dataset into Polygons
06:43 - Annotating Low-Resolution Blood Cells Images with Smart Polygon
08:47 - Conclusion

Resources:

🌏 Roboflow: https://roboflow.com
🌌 Roboflow Universe: https://universe.roboflow.com
📚 Launch: Label Data with Segment Anything in Roboflow blog: https://blog.roboflow.com/label-data-...
🔥 Automated Data Labeling with SAM:    • Accelerate Image Annotation with SAM and G...  

On July 29th, 2024, Meta AI released Segment Anything 2 (SAM 2), a new image and video segmentation foundation model. According to Meta, SAM 2 is 6x more accurate than the original SAM model at image segmentation tasks. Learn more: https://blog.roboflow.com/what-is-seg...

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