DATA FOR PERCEPTION TEAMS
Increase the precision of your robotics applications with iMerit’s technology-powered skilled workforce providing high-quality data annotation solutions.
EVERY INDUSTRY
Perception, navigation, and obstacle avoidance in dynamic indoor environments for tasks like cleaning and object detection.
Autonomous navigation, multi-floor routing, and interaction in structured environments with real-time obstacle detection and safety compliance.
Path planning, object tracking, and package handling across high-traffic environments using multi-sensor fusion and temporal consistency.
Terrain mapping, plant detection, weed classification, and environmental sensing via LiDAR, multispectral, and vision-based perception.
Human-robot interaction (HRI), indoor mapping, intent prediction, and safe multi-agent navigation in semi-structured spaces.
Urban navigation, curbside object detection, dynamic localization, and handoff coordination for last-meter fulfillment.
Autonomous pallet and tote handling, shelf detection, path optimization, and semantic segmentation for object and lane understanding.
Factory floor SLAM, anomaly detection, part identification, and spatial reasoning for collaborative and repetitive task automation.
Aerial navigation, terrain-aware obstacle avoidance, infrastructure inspection, and visual-inertial SLAM with GNSS-denied fallback.
Data Quality: Consistently high-quality annotations backed by rigorous QA workflows—ensuring data meets AI model training standards.
Custom Engineering: Custom tools, plugins, and workflows engineered to meet specific customer requirements.
Edge Cases: Expert review ensures better handling and resolution of complex edge cases.
Model Accuracy: High-quality annotated data directly improves model performance, generalization, and task-specific precision.
High Throughput: High throughput achieved through automation and expert-in-the-loop annotation workflows.
With a team of 6,000+ expert data annotators and 10+ delivery centers globally, we deliver large volumes of training data with high quality by combining technology and human-in-the-loop.
iMerit streamlines 3D and 2D annotation with automation, custom workflows, APIs, and analytics—aligning LiDAR and camera data for faster, more precise labeling. Our platform reduces manual effort, eliminates redundancy, and provides real-time visibility into annotation performance.
iMerit delivers high-quality text, video, audio, and image annotation tailored to each client’s needs, with custom QA processes and rapid turnaround by expert teams.
With robust QA pipelines and automation, all tasks are reviewed by highly trained experts to ensure high confidence in quality.
ISO 27001:2013 certified, SOC 2 compliant, GDPR certified, AICPA SOC certified, and HIPAA compliant. We create instances of our internal tools in specific regions and countries to ensure data security.
We offer end-to-end data labeling solutions across a wide range of data types and modalities:
Combining LiDAR and images from multiple angles captured from different sensors, iMerit’s teams help to reduce uncertainty in navigation.
Coupling instance and semantic segmentation, iMerit enrichment teams identify the pixels in images as belonging to a class and identify what instances of that class they belong to.
iMerit teams label images and videos in 360 degree visibility, captured by multi-sensor cameras, in order to build accurate, high-quality, ground truth datasets to power autonomous driving algorithms.
Combining LiDAR and images from multiple angles captured from different sensors, iMerit’s teams help to reduce uncertainty in navigation.
Coupling instance and semantic segmentation, iMerit enrichment teams identify the pixels in images as belonging to a class and identify what instances of that class they belong to.
iMerit teams label images and videos in 360 degree visibility, captured by multi-sensor cameras, in order to build accurate, high-quality, ground truth datasets to power autonomous driving algorithms.
iMerit teams detect instances of semantic objects of a certain class in digital images and videos, use cases could include face detection and pedestrian detection.
COMPUTER VISION FOR ROBOTIC SURGERY
A leading medical device manufacturer needed to scale surgical video annotation for robotic procedures without sacrificing quality or medical expertise. iMerit delivered a HIPAA-compliant, hybrid workflow combining specialized annotators and doctors-in-the-loop to ensure accuracy, reduce costs, and accelerate timelines. As a result, annotations achieved over 99% accuracy and improved model recognition by 12%, enabling faster, more precise advancements in robotic surgery.
ANNOTATION QUALITY
COMPUTER VISION ACCURACY
Accelerated
PATIENT RECOVERY TIME
The need for generative AI training data services has never been greater. iMerit combines the best of predictive and automated technology with world-class subject matter expertise to deliver the data you need to get to production, fast.