Sama Annotate

2D Image Annotation

Enterprises rely on Sama’s Image Annotation solutions and expertise to tackle a wide variety of annotation types, delivering the highest-level of quality at scale.

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25% of Fortune 50 companies trust Sama to help them deliver industry-leading ML models

2D Image Annotation Solutions

No matter the task, Sama has the labelling capabilities and expertise to help you successfully annotate a wide variety of image types with industry leading quality and reliability.

Accurately detect and define the location of your target objects for clothing categorization, food system optimization, identifying traffic signage, and more.

Achieve accurate placement with just two clicks with crosshair lines
Use state tracking for occlusion, truncation and overlapping objects
Create custom classes, multiple attributes per instance, and hierarchical relationships

Localize and detect complex objects with precision for autonomous checkout, vehicle detection, robotic automation, and crop identification.

Apply ML-assisted annotation for polygon for auto-annotation
Use grouping and layering for similar objects
Engage quick editing tools for adding and removing points
Create custom classes, multiple attributes per instance, and hierarchical relationships

Precisely detect pose variations for motion tracking, facial landmark detection, and hand gesture recognition.

Configure any custom keypoint shape including skeletons, hands, and eyes in a repeatable pattern for consistent results
Landmark important features using points
Get support for custom classes, multiple attributes per instance, and hierarchical relationships

Our advanced tools deliver annotations with pixel-level precision for clothing categorization, crop identification, and drivable area isolation.

Draw precise edges with our adaptable paint brush tool
Instantly detect object edges with our pixel-level fill tool
Apply our superpixel algorithm for natural boundary drawing

Precisely annotate straight or curved objects with lines or arrows for lane marking.

Outline object boundaries with lines for clear edge identification
Highlight directional indicators with arrows
Get support for custom classes, multiple attributes per instance, and hierarchical relationships

Detect the depth and height of your object of interest for vehicle and pedestrian identification, robotic movement, and interior furniture placement.

Apply cuboids in both 2D & 3D for a variety of mixed applications
Enable highly accurate 2D cuboids in just three clicks via our multi-click technology
Get support for custom classes, multiple attributes per instance, and hierarchical relationships

What Sama 2D Image Annotation Offers

Sama Image Annotation

Sama image annotation experts deliver annotations with unmatched accuracy and speed.

Comprehensive Shape Support

Our solutions provide a wide range of annotations including bounding boxes, polygons, keypoints & points, segmentations, lines and arrows, and cuboids.

Accurate and Efficient Annotation

Sama achieves 300+% productivity gains with our ML-assisted models, allowing us to achieve high-quality at scale. Our advanced image annotation solutions include ML-assisted annotation, crosshair tool, visual feedback on label selection, logically grouped tasks, keyboard shortcuts, and more.

Full Spectrum Labeling

Get results tailored to your exact requirements with custom classes, multiple attributes per instance, and hierarchical relationships.

Classification

Categorize scene level attributes with ease for indicating weather conditions, environment type, and activity identification.

Japanese train driver conduct safety checks before departure

Use Cases

Sama’s image annotation experts improve ML model performance by delivering annotations with unmatched accuracy and speed.

Detection and Classification

Food item identification for inventory management, expression recognition for AR/VR use cases, and vehicles, pedestrians, traffic signs, and lane markings detection.

Object Localization

Localize specific parts of a vehicle for manufacturing automation, and furniture for AR/VR applications in e-commerce.

Why Choose Sama

Sama delivers not only accurate data annotation, but insights and recommendations via our vertically integrated platform combined with human-in-the-loop experts, all while embracing an ethical AI approach. This is why companies come to us when other data annotation solutions fail.