Data Annotations Services
At HC Robotics, we believe partnerships amplify impact. Our extensive partner network includes industry leaders, startups, developers, investors, universities, and nonprofits.
Data Annotation Examples
HC Robotics has indexed and delivered high-quality labeled datasets across diverse modalities and use cases - fueling precise AI in multiple industries.


Annotation Structure
HC Robotics takes an lifecycle approach including both annotations and the broader machine learning pipeline – from raw data to deployed models extracting value. Key stages include:

Business Understanding
First collaboratively assess key objectives, KPIs, and risks to align our annotation services with your core AI needs.
Data Collection
Consolidate raw data responsibly from distributed sources both internally and with privacy-preserving external acquisition.
Data Processing
Prepare and transform aggregated data including ETL, cleaning, quality checks, and manual labeling - enriching data assets for ML.
Model Development
Architect custom models leveraging algorithms like CNNs and Transformers fitted to your domain, validating with test samples.
Deployment
After certifying model accuracy and outputs meet defined needs, integrate into business environments through monitoring APIs.
Annotation Services

Image Annotations
Our image labeling teams draw bounding boxes, create segmentation masks, trace feature points, and classify objects/scenes to generate quality visual training data.
Multi-format support: JPEG, PNG, TIFF images
Tools leverage: BBox, Polygons, Landmarks
Metrics Validation: Intersection over Union (IoU)

Text Annotations
Linguists annotate documents and paragraphs to create datasets for text analytics like classification, entity extraction, and sentiment analysis. Stringent process controls.
Structured/Unstructured Data
Tools: Prodigy, Doccano, Spark
Metrics: F1 Accuracy, Confusion Matrices

Video Annotations
Frame-by-frame labeling of objects, actions and events provides temporal context to train video analytics algorithms. Time-series based quality validation.
Keypoint tracking
Activity logging
Interface Metrics: Precision, Recall

3D Point Cloud Annotations
Our experts perform spatial classification, object tagging, and cluster mapping on point cloud data enabling robotics and autonomous system applications.
Density & Accuracy Analysis
Model-Ready Exports
Custom Tools & Workflows
Data Annotation Use Cases
Bringing AI to Life through Data Annotation Use Cases
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Explore LandingWhy Choose HC Robotics?
Industry Expertise
Years of experience in diverse industries, delivering precise and customized annotations for optimal AI performance.
Scalable Solutions
Capable of handling annotation projects of varying scales, ensuring efficiency and precision without compromising on quality.
Commitment to Quality
We marry creative insight with data to deliver successful user experiences. Through a process of iteration and prototyping, we design interfaces that
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Want to chat further? We’d love to hear from you.
We’re interested in working together
+91 040 495 34 555
Have a project in mind? Send a message.
info@hcrobo.com