7+ Video Knowledge Assortment Companies & Choice Standards


Video information assortment providers have grow to be important for firms making an attempt to construct options powered by pc imaginative and prescient (CV) and AI. As AI continues to advance, the demand for high-quality datasets has surged, prompting many firms to hunt providers that may present numerous video datasets.

This text compares the highest video information assortment providers and platforms to assist companies and AI builders with their visible information wants.

Video information assortment providers comparability (for consumers)

Choosing a service supplier for accumulating video information is a major determination for any AI undertaking. The tables beneath examine the highest firms available in the market providing video and visible information assortment and technology providers:

Desk 1. Comparability based mostly in the marketplace presence & expertise criterion

Platforms Person Rankings
Out of 5 (Avg)*
Variety of
Founding 12 months Knowledge Assortment
Clickworker 4.1 68 2005
Appen 4.2 54 1996
Telus Worldwide 4.3 10 2005
TaskUs 4.3 6 2008
Summa Linguae Applied sciences N/A 0 2011
LXT N/A 0 2014
Toloka AI N/A 0 2014
Innodata Inc N/A 0 1988
DataForce by Transperfect N/A 0 1992

* The information was gathered from B2B evaluate platforms resembling G2, TrustRadius, and Capterra.

** If the corporate mentions information assortment as the primary providing on its web site, we think about it to be information collection-focused.

Desk 2. Comparability based mostly on platform capabilities standards

Platforms Video
ISO 27001
Code of
Telus Worldwide
Summa Linguae Applied sciences
Toloka AI
Innodata Inc
DataForce by Transperfect

Notes for the tables

*** Knowledge analysis is obtainable for patrons with current video datasets to enhance their high quality.

  • The businesses are sorted based mostly on the variety of evaluations criterion for each tables.
  • The comparability desk is created from publicly accessible and verifiable information.
  • The businesses chosen on this comparability have been based mostly on the relevance of their providers. This implies whether or not they provided video information assortment or technology providers for AI fashions.
  • All firms provided video annotation providers.
  • All distributors chosen on this comparability have 50+ staff.
  • We won’t be updating these tables as often as our product web page, so you possibly can entry probably the most up-to-date vendor information from our data-driven checklist of knowledge assortment/harvesting providers.
  • In Desk 2, an organization is assumed to observe a code of conduct if it has a code of conduct web page on its web site.

Standards for choosing a video information assortment service

We divided the standards into 2 classes: market presence and capabilities.

Market presence and expertise

1. Person rankings 

An organization’s repute is a crucial issue to think about. You may think about the person score rating from B2B evaluate platforms like G2, TrustRadius, and Capterra. A excessive common person score rating signifies the next degree of buyer satisfaction.

2. Variety of evaluations

The variety of evaluations generally is a good metric to achieve the person’s perspective on particular points of the corporate. A bigger variety of evaluations on B2B evaluate platforms signifies the corporate has a big person/buyer base, and you may get a greater understanding of the shopper’s perspective of the corporate’s efficiency. 

3. Founding yr

The age of the corporate helps clients perceive the expertise the service supplier has in a particular discipline. In our expertise, an older firm normally has a extra refined service. Nevertheless, this isn’t all the time the case. Some firms can obtain extra experience in a shorter time in the event that they give attention to a sure service.

4. Knowledge assortment focus

Some firms provide information assortment as their main service. If the corporate’s information assortment or technology is the very first thing on its web site and a preferred service amongst its clients, it’s thought-about to be its information assortment centered. An organization that focuses on video information assortment will provide a greater service than firms that provide it amongst different choices.

Platform capabilities

5. Video annotation as a service

Visible information is ineffective with out correct information annotation. Due to this fact, it may be environment friendly if the corporate additionally affords video annotation as a complementary or as a aspect service so the info you obtain is able to practice AI fashions.

6. Video dataset analysis

It may also be useful if the video information supplier affords information analysis as a service. Video information analysis refers to analyzing current information to make sure that it’s as much as normal. This may be useful for patrons who don’t require contemporary video information.

7. Cellular utility availability

A cellular app allows dynamic undertaking administration on-the-go. This permits the contributors to accumulate video clips of the outside, resembling visitors clips, or street clips. Having a cellular app may end up in quicker dataset preparation.

8. API integration

API integration facilitates seamless information switch, making certain that enormous volumes of knowledge, together with video information and uncooked information, may be effectively processed.

9. ISO certification

It’s important to concentrate to the info safety insurance policies of an organization when coping with video information, because it usually contains private content material. Having an ISO certification signifies compliance with worldwide requirements, guaranteeing each information safety and high-quality administration.

10. Code of Conduct

The moral integrity of an organization is essential. Its code of conduct should display a dedication to information safety, privateness, and equity in practices. Ought to an AI undertaking depend on information collected by way of unethical means, it might negatively affect the repute of the builders.

11. Knowledge range

We checked out every firm’s crowd dimension. The bigger the community of staff, the higher. A world crowd permits for numerous and scalable options, serving to firms shortly ship giant volumes of labeled video datasets. 

Here’s a comparability of the corporate’s crowd sizes:

Determine 1. Visible illustration of the gang dimension comparability criterion

A graph showing the crowd size comparison of the video data collection services comapred in this article. Clickworker has the largest follows by Appen, Telus international, and DataForce.
Notes for Determine 1:
  • In Determine 1, Innodata Inc. and TaskUS weren’t included since their crowd dimension was lower than 100K.
  • For Determine 1, some distributors have been additionally not included since their crowd dimension information was not discovered.

Firm analysis

This part affords a short introduction and a few buyer evaluations of the businesses in contrast on this article. Solely related evaluations have been added for selective firms. We additionally integrated related information relating to the businesses which may affect the client’s determination. We might solely provide professionals and cons for firms for which adequate information was discovered.

1. Clickworker

Clickworker leverages its crowdsourcing platform to supply varied information providers, together with video information. The corporate distributes its initiatives to its world community of over 4.5 million staff.

Here’s a checklist of Clickworker’s options:

  • Human-generated and picked up video datasets
  • Video annotation and classification service
  • Facets embody movement sequences, Gestures, sports activities actions, scenes, objects,  animals, and many others.
  • Video dataset analysis

Professionals and cons of working with Clickworker:

  • A buyer evaluate relating to Clickworker’s staff, platform, AI providers, and its ‘dependable’ crowd.1
The image is a customer review regarding crowd reliability and AI data services of Clickworker, which is one of the video data collection services.
  • A buyer evaluate relating to Clickworker’s information annotation providers and its costs.2
The image is a customer review regarding data annotation and prices of Clickworker, which is one of the video data collection services.

2. Appen

Appen is one other well-liked title within the AI information service house that gives video datasets via a world community of staff.

Its choices embody:

  • Video information assortment & technology
  • Off-the-shelf video datasets
  • Knowledge annotation & validation

Professionals and cons of working with Appen:

  • Regardless of being well-liked, current information has highlighted that Appen’s efficiency is declining as the corporate goes via monetary losses and loses clients.3
  • Information has additionally recognized that Appen is planning to promote its enterprise attributable to its declining monetary situation.4
  • A buyer evaluate relating to Appen’s buyer help, pricing, information high quality, and platform.5
The image is a customer review regarding Customer support, pricing, and data quality of Appen, which is one of the video data collection services.

3. Telus Worldwide

Telus Worldwide affords AI options that span throughout machine studying, pc imaginative and prescient, and pure language processing.

Its video information options embody:

  • Video information assortment
  • Video dataset annotation and classification
  • Different information providers for AI growth

Right here is our in-depth evaluate of Telus Worldwide and its alternate options.

4. TaskUS

TaskUS affords varied information varieties, together with video, for AI and machine studying fashions. Nevertheless, their key providing falls below the buyer expertise area.

Its video information choices embody:

  • Video information assortment
  • Video information annotation and classification
  • Video transcription

5. Summa Linguae Applied sciences

Based mostly in Poland, Summa Linguae Applied sciences additionally affords AI information providers via a crowdsourcing mannequin. 

Choices embody:

  • Video information assortment and annotation
  • Off-the-shelf datasets, together with street, automotive, and pedestrian video clips,
  • Video transcription
  • The corporate doesn’t provide dataset analysis for video datasets.

6. LXT

LXT is an rising participant within the information assortment area, claiming to concentrate on curating datasets tailor-made for AI and machine studying fashions.

Its video choices embody:

  • Video information assortment and annotation
  • Video transcription
  • Knowledge analysis for video datasets just isn’t provided.

7. Toloka AI

Working with a crowdsourcing platform, Toloka AI claims to concentrate on accumulating information for AI fashions, particularly pure language processing (NLP).

Its video information options embody:

  • Video information assortment
  • Video information annotation and classification
  • Video analysis and evaluation
  • The corporate doesn’t provide video transcription.

8. Innodata Inc

Specializing in creating AI coaching information, Innodata Inc. affords video information options to coach machine studying fashions.

Its choices embody:

  • Video information assortment
  • Knowledge varieties embody drone footage, CCTV footage, manufacturing line cameras, and information for autonomous automotive programs.
  • Video information annotation can also be provided.

9. DataForce by Transperfect

DataForce claims to cater to particular AI growth wants, via a mix of knowledge varieties, together with video information.

Its video choices embody:

  • Video information assortment and technology
  • Video information annotation 
  • Video transcription

Our suggestions

Video information is likely one of the 3 most necessary parts of an AI-powered answer, algorithm and {hardware} being the opposite 2.

By selecting a video information assortment service that meets the standards outlined on this article, firms can guarantee they obtain high-quality information that’s ethically sourced and precisely annotated.

You may think about the next whereas deciding on your information accomplice:

  • Degree of range: It is very important work with a accomplice that gives a big and numerous workforce.
  • Buyer satisfaction: You may analyze evaluations and buyer references and assess the corporate from the shopper’s perspective.
  • Clear description and understanding: Make clear potential edge instances and issues which may come up in the course of the information assortment or technology course of so the workforce can work effectively.

Transparency assertion

AIMultiple serves quite a few rising tech firms and distributors, together with those linked on this article.

Additional studying

In the event you need assistance discovering a vendor or have any questions, be happy to contact us:

Discover the Proper Distributors

Exterior Sources

  1. Clickworker buyer evaluate on reliability and easy-to-use platform. G2. Accessed: 21/November/2023.
  2. Buyer evaluate relating to Clickworker’s information annotation providers. G2. Accessed: 27/November/2023.
  3. Hayden Area, (2023). Contained in the turmoil at Appen, the previous AI darling that’s reeling from govt exits, large losses. CNBC. Accessed: 27/November/2023.
  4. Appen planning to promote. Reuters. Accessed: 28/November/2023.
  5. Appen’s buyer evaluate with constructive and unfavourable feedback. G2. Accessed: 21/November/2023.