Computer Vision

iMerit collaborates to deploy AI and Machine Learning in Autonomous Technology, Geospatial Technology, Medical AI, and other industries by enriching, annotating and labeling data.

Facial recognition annotation, a Computer Vision use case

iMerit has labeled, annotated, enriched and segmented over 100 million images and videos that power Computer Vision algorithms. iMerit’s delivery team works with complex edge cases and nuanced taxonomies to give clients an extra advantage.


Cars with bounding box annotation,a Computer Vision use case
Bounding Boxes

iMerit Computer Vision experts use rectangular box annotation to illustrate objects and train data, enabling algorithms to identify and localize objects during the ML processes.

Polygon annotation for aircraft detection in an airport, use case of Computer Vision
Polygon Annotation

Expert annotators plot points on each vertex of the target object. Polygon annotation allows all of the object’s exact edges to be annotated, regardless of shape.

Semantic segmentation to classify each pixel of a car, use case of computer vision
Semantic Segmentation

Images are segmented into component parts, by the iMerit team, and then annotated. iMerit Computer Vision experts detect desired objects within images at the pixel level.

panoptic segmentation of a street scene, a Computer Vision use case
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.

Lidar annotation for 3-D Imagery, use case of Computer vision
LiDAR Annotation

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 for use cases including autonomous vehicles.

"iMerit's data annotation enables us to build accurate models and actionable insights for hundreds of MLB pitchers"

Steven Cadavid, President, KinaTrax

Client testimonial from Crowdreason, a technology services company providing property tax software

"iMerit's incredibly knowledgeable data labelers are part of our team and are the right people for our enrichment efforts."

Director of Data Products, Research Institute of Autonomous Driving


The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.

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