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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.

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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

Mobile App

We use the Mobile Apps feature of Azure App Service to rapidly build engaging cross-platforms and native apps for iOS, Android, Windows, or Mac; store app data in the cloud or onpremises; or add your custom back-end logic.

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Strategy

We’re consultants, guides, and partners for brands on digital transformation journeys. Wherever you’re going, we bring ideas and excitement to help you get there.

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eCommerce

In order to safeguard the success of your ecommerce site, Clickworker offers specialty services and solutions. We optimize your online presence to help your business rank in the best possible position, ensuring your customers can easily find.

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Branding

Our center of excellence for branding, BFM Brand Lab, shapes brand identities that define the story, guiding vision, and market positioning of human-centered brands.

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Experience Design

Great brand experiences persuade, convert, and inspire –and they’re built on a foundation of brilliant, strategic design.

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Mobile App

We always focus on technical excellence & strategic partnership, while remaining the platform-agnostic.

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Why 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​

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