Video datasets to train better machine learning models.

We help companies build video and image datasets covering long-range biometrics, facial biometrics, and many more vision categories.
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Ethical collection
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Global participants
Data labeling and annotation services
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Super fast delivery
Trusted by leading generative AI teams, public companies, and startups

Video data for any scenario

Twine AI’s approach to video data collection leverages our expertise creating unique scenarios, quality assurance and dynamic project management.

The result is training data personalized to your needs - whether that involves tracking human actions, facial expressions, or analyzing audience engagement. We turn unique requirements into quality visual data assets.
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Human cloud

Our community of 500,000+ skilled professionals provides us with an unparalleled global resource for talent.

Participants from a variety of backgrounds, dialects, and cultures can assist in creating a suitable video dataset for you.

Our crowd of participants can also collect videos and images of objects, traffic, vehicles, buildings, infrastructure, and more.
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Here's what our customers say

"Working with Twine enabled us to scale projects quicker than before."
-Josh Bolland
CEO, J B Cole
"Working with Twine AI has been an exceptional experience. Their ability to consistently deliver data and the level of service, professionalism, and dedication to understanding our needs set them apart."
-Ian Sherwin
Head of Data, Hypersurfaces
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5 star rating
108 reviews

How we work

1

Technical Meeting

Scope your full data collection or data annotation project.
2

Proof of Concept

Delivery of initial proof of concept to prove feasibility.
3

Full Project Delivery

Dedicated Twine Projects team will manage delivery with flexible monthly billing and QA services.
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How we can help you
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Humans in the Loop

Have model raters / annotators to give feedback directly to your vision model.

Say goodbye to spreadsheets, data leaks and quality control issues. We help to automate your image and video workflows while ensuring the right task is assigned to the right person.
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Tagging + Labelling

Hire 100s of professional image data labelers who care about accuracy. We manage the QA for you and ensure consensus on annotations.

Industries: vision genAI, security, biometrics, intelligence, automotive, retail, & more. Learn more.

Security & Payments

We take data security seriously: Your data will adhere to ISO 27001 standards and be GDPR compliant.

Grant permissions: Individual stages of your data flow, or restricted access to groups of labelers or collectors.

Global payments: Paying 1000s of data collectors and annotators  globally can be challenging. We solve this. 

Dataset Management

Build smarter: Consolidate your ML video and image training data.

Version control: Create versions of all exports for data-driven model experiments. Sync dataset versions with models—iterate and optimize as you scale.

Audit trail and compliance: Track what data has been used on what model to ensure compliance with legislation.

Skilled + Scale

The Twine network consists 500,000 expert freelancers and consultants. Twine AI leverages this for data collection, annotation and consulting.

Skills include: data scientists, engineers, videographers, video editors, actors, and 200+ more expert roles.

Diverse Global Network

With 500,000+ experts:

Professional on-demand annotators and data collectors paid ethically.

Domain experts for your collector or annotation.

Fully managed projects by the Twine  Projects team.
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Feedback Loop

Your Project Manager will host weekly meetings, or at a schedule that works for you. They will get feedback on the collected / annotated data so we can optimise and improve the workflow.

With our monthly billing, if you’re unhappy, you can cancel anytime. We want this to be a success project!

Project Managed

Have your data collection or annotation project run by an experienced  Project Manager who can ensure all participants are following instructions and work with you to improve the collection process.

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How do I find out more about Twine AI?

Other kinds of data we provide:

Speech data:
We can create speech datasets across a wide range of demographics including gender, language, location, dialect, accent, and age. We can also create speech datasets using professional voice actors who have their own recording studios. If you’d like to use our transcription services, we can convert speech to text in order to train your ML models. Learn more.

Vision data:

We can work with long-range biometrics, meaning we create video datasets with participants at long distances from the camera. This can be across a wide range of demographics including gender, ethnicity, age, and body size. Alternatively, we can look at facial biometrics by working with participants at a close range. Whilst creating these types of video datasets, the demographics we can look at include gender, ethnicity, age, and facial distinctions (eye colour, glasses, etc).



Learn more about Twine AI and the other services we provide here.

Our other AI resources:

We like to keep our audience well informed on everything regarding data. Our Twine Blog has its own AI category, and within it, we have listicles of the highest-quality, open-sourced datasets out there right now. We have an article on 100+ Open Audio and Video Datasets, 100+ Speech Datasets, and listicles of datasets in almost every language you can think of!

We also have an AI Newsletter, which we send out to our AI/ML audience, providing them with the latest industry news.

Want to be in the loop on LinkedIn? Check out our Twine AI LinkedIn page, where we post our latest dataset listicles, and other exciting articles + media from the AI/ML space.