Sama Annotate

2D Video Annotation

Enterprises rely on Sama’s Video Annotation solutions and expertise to tackle a wide variety of video 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 Video Annotation Solutions

Sama delivers best-in-class video annotation solutions for the most complex and demanding ML models.

Accurately detect and define the location of your target objects for clothing categorization, food system optimization, and 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
Power up your object tracking with ML Assist for faster high-quality annotations
Use ML-assisted or linear interpolation between frames

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
Utilize linear interpolation between frames

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
Utilize linear interpolation between frames

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
Utilize linear interpolation between frames

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
Utilize linear interpolation between frames

What Sama 2D Video Annotation Offers

Comprehensive Shape Support

Bounding boxes, polygons, keypoints & points, lines & arrows, and cuboids support a wide range of use cases from ADAS & autonomous vehicles to video analytics for e-commerce and safety surveillance.

Improve your ML model’s accuracy by tracking complex object changes over time with static and dynamic annotations. And, tailor your ML model to meet specific requirements using custom classes and multiple attributes per instance.

Classification

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

Use Cases

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

Temporal Segmentation

Identify cars parked, moving, in your lane, changing lanes, and more. Poses identification: static, standing, sitting, and more. Detect emotional and facial expressions.

Spatial Object Tracking

Autonomous check-out, furniture identification for AR/VR use cases, and vehicle and pedestrian tracking for autonomous vehicles.

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.