25% of Fortune 50 companies trust Sama to help them deliver industry-leading ML models
Sama is a leading provider of video annotation services. From offering comprehensive annotation services to companies grappling with video annotation challenges to ensuring an air-tight implementation of the annotation process, Sama does it all.
With expertise in handling vast volumes of video data, Sama ensures accurate and high-quality annotations for training data. Sama’s skilled annotators meticulously label objects, actions, and events, improving computer vision models‘ performance. Sama scalable infrastructure enables us to handle complex video annotation projects across various industries. The latest paraphernalia assists us in player tracking for sports analytics, object recognition for autonomous vehicles, and medical image analysis in healthcare.
By leveraging Sama’s services, companies can accelerate model training, enhance data accuracy, and focus on core competencies while successfully overcoming their video annotation hurdles.
Sama delivers best-in-class video annotation services for the most complex and demanding machine learning models.
Detect and define the location of your target objects. Our video annotation experts use bounding boxes to accurately segment videos used for a variety of applications including autonomous driving, food system optimization, and more. Bounding boxes are best used for object tracking and object detection.
Localize and detect complex objects with precision.
Polygons are used as part of our video annotation solutions to improve the accuracy of object detection algorithms. They are best used for applications when a more precise definition of an object’s boundaries are needed such as vehicle detection, crop identification and more.
Easily detect and annotate pose variations.
Keypoints are a video annotation technique that our team uses to capture the location and orientation of landmarks within a video. Keypoints are best for motion tracking, facial landmark detection and hand gesture recognition as they track the movement of individual objects.
Annotate straight or curved objects with precision.
Lines and arrows are used in 2D video annotation to highlight important features in a video for object tracking or scene understanding. This is useful for understanding things like lane marking and traffic patterns or identifying buildings in a city.
Detect the depth and height of your object of interest for vehicle and pedestrian identification, robotic movement, and interior furniture placement.
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.
Categorize scene level attributes with ease for indicating weather conditions, environment type, and activity identification.
Sama’s video annotation experts improve ML model performance by delivering annotations with unmatched accuracy and speed.
Leverage our comprehensive video annotation service to revolutionize multiple sectors. In autonomous check-out scenarios, we ensure precise item identification for seamless transactions. Our expertise extends to annotating furniture, enabling immersive AR/VR experiences. For cutting-edge autonomous vehicles, we specialize in accurate vehicle and pedestrian tracking, enhancing safety and navigation. Trust our video annotation solutions to elevate your technology to new levels of accuracy and efficiency.
Annotation helps boost harvest yields using computer vision. Companies can use this to optimize agricultural practices with data-driven insights and cutting-edge technology.
Utilize our video annotation service to revolutionize robotics and manufacturing. Our solution excels at identifying objects like parked and moving cars, even within your lane or during lane changes. We excel in pose identification—be it static, standing, sitting, and more. Additionally, our service can accurately detect emotional nuances and facial expressions, enhancing AI-driven systems across industries.
Sama’s video annotation projects start with tailored consultations, assessing tagging needs via knowledgeable solutions engineers. After evaluating alternatives, projects launch on Sama’s cutting-edge video annotation platform.
For our video annotation services, we employ an integrated calibration process to maximize efficiency and value. In the initial session, we establish clear instructions, address edge cases, and align on key metrics. Subsequent collaborative meetings with a project manager, solutions engineer, and QA agent, whether weekly or monthly, ensure quality scaling as you utilize our services.
Each project is assigned to a dedicated team at Sama, consisting of internal experts with deep industry knowledge – avoiding consultants, contractors, or crowdsourcing. These teams undergo project-specific training, ensuring their effectiveness from the outset. This methodology extends to our video annotation services, where specialized training empowers our teams to excel in handling video training data right from the start.
Sama continually enhances its video annotation solutions through iterative feedback, with a focus on shaping and refining annotations using a video annotation tool. We utilize level feedback, percentage of data set review, and automated scoring, bolstered by real-time analytics that offer immediate actionable insights. Should data accuracy not meet client expectations, we provide complimentary rework services for the project.
Sama’s video annotation services offer flexible and customizable delivery formats for key metric reports and evaluations within its image annotation service. This is complemented by robust quality control measures to reduce inaccuracies swiftly, ensuring the rapid deployment of ML models.
Participate in a data-driven revolution with Sama’s video annotation services. Fuel your computer vision projects with precise training data from annotated video datasets. Unleash the true potential of AI as experts label video data, streamlining the annotation process. Stay ahead in the data-annotation race and elevate your innovations with top-notch video annotation services.
Open new vistas in computer vision with Sama’s expert video clips annotation services. Annotate videos to create top-quality training datasets, empowering computer vision algorithms to excel. Train computer vision models with meticulously labeled video datasets, unlocking unmatched accuracy and performance.With Sama’s cutting-edge video annotation services, you can elevate your computer vision projects, revolutionizing how machines perceive the world.
Step into the future with AI video annotation services, revolutionizing data labeling for machine learning. Harness the potential of cutting-edge algorithms to annotate video frames with precision using advanced techniques like polygon annotation. Trust in top-tier data security measures to safeguard your valuable information. Elevate your AI projects with the speed, accuracy, and efficiency offered by AI-powered video annotation services. Stay ahead of the curve and unleash the true power of artificial intelligence.
First batch client acceptance rate across 10B points per month
Get models to market 3x faster by eliminating delays, missed deadlines and excessive rework
Lives impacted to date thanks to our purpose-driven business model
Video annotation solutions powered by computer vision models can create stunningly brilliant results for the following industries.
The right annotation service can revolutionize your technology and transportation ventures. Enhance autonomous vehicles, optimize traffic management, and fuel innovation for a brighter future!
Video annotation can help unlock commerce success. Companies can boost sales with personalized recommendations, optimize inventory management, and understand customer behavior.
Video annotation plays a crucial role in modern agriculture by enabling the collection of labeled data for various applications. It involves the process of marking or tagging objects, features, or events within agricultural videos to train machine learning models, improve decision-making, and enhance efficiency in farming practices.
Video annotation solutions drive transformative change in robotics and manufacturing. By labeling objects, actions, and scenarios in videos, they train AI models for diverse applications, enhancing robotic perception, assembly line optimization, and process automation. In manufacturing, these solutions elevate quality control and defect detection. Advancing both fields, video annotation solutions propel efficiency and precision to new heights.
Sama delivers not only accurate video 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 video annotation solutions fail.
No matter how complex your models, we consistently deliver a 99% client acceptance rate as you scale, even with high ambiguity images and edge cases.
Sama has over 15 years of experience and our annotators have an average tenure of 2+ years. Vertically segmented teams provide expertise into industry nuances.
As the first AI certified B Corp, Sama has provided economic opportunities for over 65,000 employees from underserved communities.
ISO certified delivery centers, a biometric secured platform and our in-house workforce help protect your data from unauthorized access and data corruption from ingestion to delivery.
Learn more about Sama's work with data curation
Large language models (LLMs) have emerged as powerful tools capable of generating human-like text, understanding complex queries, and performing a wide range of language-related tasks. Creating them from scratch however, can be costly and time consuming. Supervised fine-tuning has emerged as a way to take existing LLMs and hone them to a specific task or domain faster.
Sama provides ML Professionals and AI team Leads with an indispensable solution for Computer Vision data labeling.
