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Segmentation models

Models for pixel-precise segmentation of your data.

SAM 3 – universal segmentation model

SAM 3 separates objects even with fuzzy boundaries or in low-contrast conditions.

// Why SAM 3 at Keylabs
  • Zero-shot performance: segment objects without prior training on specific classes.
  • Interactivity: built-in support for instant editing of masks using points or boxes.

Other powerful solutions

SAM 2 – production-ready efficiency

SAM 2 is the proven choice for stable production performance. Its speed suits batch processing of large datasets, where you need a balance of speed and mask quality.

Grounded SAM – precision by text

Grounded SAM combines detection with segmentation. Enter a text query and it finds the object and builds an accurate polygon around it.

Grounding DINO – intelligent localization

The foundation for models that require perfect localization before segmentation. Grounding DINO provides the most reliable object detection from text descriptions, becoming the "eyes" for Grounded SAM.

Florence-2 – universal visual understanding

A versatile model spanning detection, segmentation, and image description. It shines when you need semantic detail about an object alongside its mask.

PaliGemma 2 – multimodal reasoning

An advanced model from Google that combines visual language and detailed description. It allows segmentation and automatically generates complex attributes or metadata for selected objects.

Choose your path

Scaling

The industrial scale

Automate the markup of millions of objects with Autodistill in a matter of hours.

Optimize scale
Quality

The accuracy first

Implement the best segmentation tools and Human-in-the-Loop processes for projects where errors are costly (medicine, security).

Ensure precision
Saving

The budget optimizer

Use Active Learning to label only the most complex data, saving you significant budget.

Reduce costs
Innovations

The custom bridge

Integrate your own proprietary models into our pipeline.

Integrate AI

Ready to segment anything at scale?

Book a demo and we'll match the right segmentation models to your data.

Custom solution? hello@keylabs.ai