3D Point Cloud Annotation Services

We provide 3D LiDAR point cloud annotation services by labeling objects with 3D bounding boxes, segment point clouds and classify objects and lanes to generate precise training data for AI and machine learning models.

Outsource 3D Point Cloud annotation to train your models!
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3D Point Cloud Annotation Services
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Outsource 3D Point Cloud Annotation for LiDAR, Segmentation, and Classification

The process of 3D point cloud annotation faces multiple challenges because of short deadlines, insufficient internal expertise, the need for precise results and handling extensive LiDAR data complexity.

We, at HabileData provide 3D LiDAR point cloud annotation services that labeled data accurately which addresses these problems for AI and machine learning model development. Our data annotators team uses LiDAR data to generate correct 3D bounding boxes and performs semantic segmentation for complete scene understanding and lane detection to create accurate road maps for autonomous driving systems.

Our team provides customized point cloud annotation services that work with your needs and support data from all major LiDAR systems. We work with expandable infrastructure which enables us to maintain both high data accuracy and protect sensitive information through strict quality control and robust security protocols.

Outsource 3D point cloud annotation services to us for precise object annotation at affordable cost, flexible infrastructure for large-scale projects, and strict quality checks for maintaining accuracy and consistency. We safeguard your sensitive information with the highest level of data security and confidentiality.

Hire our LiDAR annotation specialists  »
Outsource 3D Point Cloud Annotation

3D Point Cloud Annotation Offerings

3D Point Annotation for all LIDARS

3D Point Annotation for all LIDARS

Accurate annotation of LIDAR-generated data leads to better object recognition and scene understanding because it produces highly accurate results.

3D Box for Object Detection

3D Box for Object Detection

Create precise 3D bounding boxes to enhance detection precision in different complex environments for multiple use cases.

Point Cloud Semantic Segmentation

Point Cloud Semantic Segmentation

Performs point cloud data segmentation and classification to create detailed categories which support advanced environmental and object analysis.

Object Classification & Lane Detection

Object Classification & Lane Detection

Perform accurate object classification and 3D lane detection because these functions are vital for autonomous navigation systems to operate safely.

3D Point Cloud Annotation Success Stories

Annotation of Live Video Streams for Traffic Management and Road Planning

Annotation of Live Video Streams for Traffic Management and Road Planning

Annotating pre-recorded and live video stream of vehicles provided training data for machine learning models for a California based data analytics company helped managing traffic efficiently.

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Image Annotation for Swiss Food Waste Assessment Solution Provider

Image Annotation for Swiss Food Waste Assessment Solution Provider

The food images to be labelled and categorized so that the client could use them as training data for accurate interpretation of visual data through data annotation.

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Annotating Text from News Articles to Enhance the Performance of an AI Model

Annotating Text from News Articles to Enhance the Performance of an AI Model

Capture, validate and verify information on upcoming or existing construction projects from multi-lingual and multi-format online publications across Europe and USA.

Read full Case Study »

Benefits of Outsourcing 3D Point Cloud Annotation

Cost- Effective

Precise Object Detection

Label objects in LiDAR data for object detection models.

Automation

Enhanced Classification

Categorize objects to help AI distinguish vehicles and pedestrians.

Scalable Team

Complete Data Security

Stringent security protocols for confidential through creation and delivery.

24/7

Advanced Semantic Segmentation

Classify points for models to grasp scene and environment.

Security

Faster Model Training

Annotation workflow that fit project requirements, scale, and quality.

3D Point Cloud Annotation for Wide Range of Industries

Medical

Medical

Geospatial

Geospatial

Financial

Financial

Market Research

Autonomous Vehicles

Retail

Retail

AI & ML Companies

AI & ML Companies

Robotics

Robotics

Information Technology

Information Technology

3D Point Cloud Annotation FAQs

What types of point cloud data can you annotate? (LiDAR, RADAR, etc.)

Our company provides annotation services for point cloud data which comes from LiDAR, RADAR, photogrammetry and stereo vision technology systems. Our team provides complete coverage of various sectors through our expertise which includes aerial surveys and automotive sensors and architectural modeling. Our flexible methodology enables us to work with data at different resolution levels and complexity points which makes us a flexible partner for your point cloud annotation requirements.

What software do you use for 3D point cloud annotation?

Our team uses advanced software tools for 3D point cloud annotation through CloudCompare and MeshLab and proprietary in-house software that addresses particular annotation requirements. The implementation of technology systems allows us to perform exact annotation work with high speed. Our organization leads software development to obtain advanced capabilities which enable different 3D annotation operations.

How do you ensure the accuracy of point cloud annotations?

The process of point cloud annotation requires high accuracy which we obtain through expert annotators and advanced machine learning algorithms and strict quality control measures. The annotators learn spatial analysis and object recognition to understand 3D data completely. Our annotators performs multiple quality checks which ensure that the annotations achieve and surpass industry accuracy requirements through validation by subject matter experts.

What is the pricing for 3D point cloud annotation?

The cost of 3D point cloud annotation depends on project details which include data complexity and volume and required accuracy standards and project deadlines. Our pricing system offers adaptable payment methods that include per-point rates and both per-hour and per-project payment options to suit your business needs. Your project details require assessment to produce an exact price quote that matches your financial constraints and project objectives.

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What Our Client’s Say about HabileData

Jatin and his team always deliver as promised. Our quality assurance team confirms that the quality of work done by HabileData is outstanding. The team is doing an excellent job and we will continue to use HabileData for future projects.
Director – Marketing & Advertising Media & Publishing Firm, USA
The HabileData team is very communicative, supportive and skilled at image processing. For a large batch, we always count on HabileData to complete our images within the deadline. Our team truly enjoys working closely with the HabileData team.
Client – Operations Manager Fashion & Apparels Firm, USA
It has been a pleasure working with the HabileData team. The team is tasked with not only data processing for one of the most complex data processing clients; but also to innovate the process using cutting edge direct mail technologies.
Data – Services Manager Fundraising Firm, USA
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Disclaimer: HitechDigital Solutions LLP and HabileData will never ask for money or commission to offer jobs or projects. In the event you are contacted by any person with job offer in our companies, please reach out to us at info@habiledata.com.