Robotics

DATA FOR PERCEPTION TEAMS

Increase the precision of your robotics applications with iMerit’s technology-powered skilled workforce providing high-quality data annotation solutions.

ROBOTIC APPLICATIONS WE power

EVERY INDUSTRY

Household

Perception, navigation, and obstacle avoidance in dynamic indoor environments for tasks like cleaning and object detection.

Medical

Autonomous navigation, multi-floor routing, and interaction in structured environments with real-time obstacle detection and safety compliance.

logistics

Path planning, object tracking, and package handling across high-traffic environments using multi-sensor fusion and temporal consistency.

Agriculture

Terrain mapping, plant detection, weed classification, and environmental sensing via LiDAR, multispectral, and vision-based perception.

Hospitality

Human-robot interaction (HRI), indoor mapping, intent prediction, and safe multi-agent navigation in semi-structured spaces.

Delivery

Urban navigation, curbside object detection, dynamic localization, and handoff coordination for last-meter fulfillment.

Warehouse

Autonomous pallet and tote handling, shelf detection, path optimization, and semantic segmentation for object and lane understanding.

Industrial AUTOMATION

Factory floor SLAM, anomaly detection, part identification, and spatial reasoning for collaborative and repetitive task automation.

Aerial Delivery

Aerial navigation, terrain-aware obstacle avoidance, infrastructure inspection, and visual-inertial SLAM with GNSS-denied fallback.

Benefits

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.

Why work with us

Scalable workforce

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.

Technology and Automation

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.

Multiple Annotation Types

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.

High-quality

With robust QA pipelines and automation, all tasks are reviewed by highly trained experts to ensure high confidence in quality.

Security and compliance

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.

Robotic annotations

We offer end-to-end data labeling solutions across a wide range of data types and modalities:

Multi-sensor Fusion

Combining LiDAR and images from multiple angles captured from different sensors, iMerit’s teams help to reduce uncertainty in navigation.

PanOptic Segmentation

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.

3D point Clouds

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.

Bounding boxes

Combining LiDAR and images from multiple angles captured from different sensors, iMerit’s teams help to reduce uncertainty in navigation.

Polygon Annotation

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.

Semantic Segmentation

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.

Object tracking

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.

CASE STUDY

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.

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ANNOTATION QUALITY

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COMPUTER VISION ACCURACY

Accelerated

PATIENT RECOVERY TIME

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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.