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.
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 experts deliver annotations with unmatched accuracy and speed.
Our solutions provide a wide range of annotations including bounding boxes, polygons, keypoints & points, segmentations, lines and arrows, and cuboids.
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.
Get results tailored to your exact requirements with custom classes, multiple attributes per instance, and hierarchical relationships.
Categorize scene level attributes with ease for indicating weather conditions, environment type, and activity identification.
Use Cases
Sama’s image annotation experts improve ML model performance by delivering annotations with unmatched accuracy and speed.
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.
95+%
Guaranteed data accuracy
160M
Events tracked per month to improve our product and processes with A/B testing
65K+
Lives impacted to date thanks to our purpose-driven business model