THE COMPANY DIRECTORY 2026 EDITION

Computer vision software companies

These companies build tools for training vision models, capturing visual data, inspecting objects and recognizing images or documents. They are ranked by monthly web traffic.

Data snapshot: · Sources & coverage

THE ATTENTION PICTUREMONTHLY WEBSITE VISITS
Roboflow1.4M
Scandit234k
One category. A concentrated audience.

2 companies with traffic figures · approximate shares

01 / DISCOVER

Explore the companies.

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Legal identifiers for 18 companies · Revenue figures for 9 · Periods and coverage

48 companies · ordered by audience

Website traffic is an attention signal, not a product score.
  1. 01

    Roboflow

    Des Moines, United States

    Visits / month1.4Mmonthly visits
    Funding (USD)$64M4 rounds to 2024
    TrustpilotNot recorded

    Roboflow helps teams turn raw images into trained computer vision models.

    roboflow.com ↗
    LEGAL IDENTITYRoboflow, Inc.Legal ID 851348296
    Company details, legal & revenue

    Founded by Brad Dwyer Co-Founder & CTO , Joseph Nelson Co-Founder & CEO

    visits / mo
    1.4M
    backlinks
    147k
    authority
    45
    on mobile
    15%
    4 rounds to 2024
    $64M
    team
    36
    founded
    2019

    315 Reddit mentions across 31 subreddits; the loudest thread was in r/LocalLLaMA.

    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation88.088.0
    Prominence14.014.0
    Momentum56.056.0
    Maturity56.056.0
    Scalability77.077.0
    Finance19.019.0
    Full company profile ↗
  2. 02

    Scandit

    Zurich, Switzerland

    Visits / month234kmonthly visits
    Funding (USD)$273M6 rounds to 2022
    TrustpilotNot recorded

    Scandit captures barcodes, text and objects from smart devices for operational workflows.

    scandit.com ↗
    LEGAL IDENTITYScandit AgLegal ID 963698
    Company details, legal & revenue

    Founded by Samuel Mueller Co-Founder & CEO , Christian Floerkemeier Co-Founder & CTO

    • asset deals 2024-08-21 Scandit, a Zurich, Switzerland-based company which specializes in smart data capture, announced the asset acqu
    • asset deals 2024-08-21 Scandit, a specialist in smart data capture, has announced the asset acquisition of shelf audit automation tec
    visits / mo
    234k
    backlinks
    30k
    authority
    46
    on mobile
    72%
    6 rounds to 2022
    $273M
    team
    477
    founded
    2009
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation66.066.0
    Prominence54.054.0
    Momentum25.025.0
    Maturity64.064.0
    Scalability71.071.0
    Finance49.049.0
    Full company profile ↗
  3. 03

    Ultralytics

    Frederick, United States

    Visits / monthNot measuredtop 500k audience band
    Funding (USD)$30M2 rounds to 2025
    TrustpilotNot recorded

    Ultralytics builds tools for training and deploying machine learning vision models.

    ultralytics.com ↗
    LEGAL IDENTITYULTRALYTICS INC.Legal ID 6755919
    ESTIMATED REVENUEUSD 4.84MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 4.84MUSD 4,840,934.00
    Estimate only
    Reporting entity
    Ultralytics
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    Founded by Glenn Jocher Founder & CEO

    • funding rounds 2025-09-17 Ultralytics, a London-based developer of open-source computer vision models (the YOLO family), announced a $30
    audience
    top 500k
    2 rounds to 2025
    $30M
    team
    11
    founded
    2014
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation88.088.0
    Prominence21.021.0
    Momentum85.085.0
    Maturity49.049.0
    Scalability100.0100.0
    Finance19.019.0
    Full company profile ↗
  4. 04

    Basler

    Ahrensburg, Germany

    Visits / monthNot measuredtop 1M audience band
    Funding (USD)Undisclosed
    TrustpilotNot recorded

    Basler sells cameras, lenses, lighting, acquisition cards and software for vision systems.

    baslerweb.com ↗
    LEGAL IDENTITYBasler AktiengesellschaftLegal ID HRB4090AH + 3 more in details
    Company details, legal & revenue

    Led by Dietmar Ley CEO

    • leadership changes 2026-03-30 After more than 25 years serving as Chief Executive Officer of Basler AG, Dr. Dietmar Ley stepped down from hi
    • leadership changes 2026-03-30 Dr. Dietmar Ley will at the 2026 annual general meeting stand for election to the supervisory board.
    • leadership changes 2026-01-05 Basler AG, a leading provider of image processing components for computer vision solutions, has appointed Dr.
    audience
    top 1M
    raised, amount undisclosed to 2003
    1 round
    team
    36
    founded
    1988
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation81.081.0
    Prominence49.049.0
    Momentum7.07.0
    Maturity91.091.0
    Scalability63.063.0
    Finance53.053.0
    Full company profile ↗
  5. 05

    3DiVi

    Walnut, United States

    Visits / monthNot measured
    Funding (USD)$2M1 round to 2021
    TrustpilotNot recorded

    3DiVi provides AI software for recognizing human activity and movement.

    3divi.ai ↗
    ESTIMATED REVENUEUSD 8.99MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 8.99MUSD 8,990,306.00
    Estimate only
    Reporting entity
    3DiVi
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    Founded by Andrey Valik Co-Founder , Pavel Zaytsev Co-Founder , Dmitry Morozov Co-Founder & CEO

    1 round to 2021
    $2M
    team
    34
    founded
    2011
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence26.026.0
    Momentum32.032.0
    Maturity42.042.0
    Scalability63.063.0
    Finance19.019.0
    Full company profile ↗
  6. 06

    Clarifai

    New York City, United States

    Visits / monthNot measured
    Funding (USD)$101M4 rounds to 2021
    TrustpilotNot recorded

    Clarifai offers image and video recognition tools for business AI workflows.

    clarifai.com ↗
    LEGAL IDENTITYClarifai OÜLegal ID 14901416 + 1 more in details
    Company details, legal & revenue

    Founded by Matthew Zeiler Founder & CEO

    • product launches 2025-03-13 Clarifai, a global leader in AI and pioneer of the full-stack AI platform, today announced that Clarifai’s orc
    • product launches 2025-03-13 Clarifai’s AI Orchestration Platform will now be accessible in AWS Marketplace.
    • product launches 2025-03-13 Clarifai\'s AI Orchestration Platform Will Now Be Accessible in AWS Marketplace
    4 rounds to 2021
    $101M
    team
    97
    founded
    2013

    187 Reddit mentions across 25 subreddits; the loudest thread was in r/wallstreetbets.

    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation87.087.0
    Prominence24.024.0
    Momentum10.010.0
    Maturity60.060.0
    Scalability100.0100.0
    Finance34.034.0
    Full company profile ↗
  7. 07

    Datature

    San Francisco, United States

    Visits / monthNot measured
    Funding (USD)$3M2 rounds to 2024
    TrustpilotNot recorded

    Datature helps teams train and deploy machine learning models for visual data.

    datature.io ↗
    LEGAL IDENTITYDATATURE ANALYTICS PTE. LTDLegal ID 201827301W
    Company details, legal & revenue

    Founded by Keechin Goh Co-Founder , Mackenzie Chng Co-Founder , Denzel Lee Co-Founder

    • contracts won 2024-05-30 Nanoveu also signed a licensing and development agreement in mid-May with computer vision leader Datature.
    2 rounds to 2024
    $3M
    team
    21
    founded
    2020
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence10.010.0
    Momentum65.065.0
    Maturity32.032.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  8. 08

    viso.ai

    Schaffhausen, Switzerland

    Visits / monthNot measured
    Funding (USD)$9M1 round to 2023
    TrustpilotNot recorded

    Cloud platform providing computer vision solutions

    viso.ai ↗
    Company details

    Founded by Gaudenz Boesch Co-Founder & Co-CEO , Nico Klingler Co-Founder & Co-CEO

    1 round to 2023
    $9M
    founded
    2017
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation85.085.0
    Prominence0.00.0
    Momentum40.040.0
    Maturity37.037.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  9. 09

    Voxel 51

    Ann Arbor, United States

    Visits / monthNot measured
    Funding (USD)$48M5 rounds to 2024
    TrustpilotNot recorded

    AI and cloud-based open-source developer tools for ML models

    voxel51.com ↗
    LEGAL IDENTITYVOXEL51, INC.Legal ID 81-4702891
    ESTIMATED REVENUEUSD 2.42MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 2.42MUSD 2,420,467.00
    Estimate only
    Reporting entity
    Voxel 51
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    Founded by Brian Moore Co-Founder & CEO , Jason Corso Co-Founder

    • incorporations 2024-07-08 Technology Founded : 2016
    • funding rounds 2024-05-17 Voxel51, an Ann Arbor, Michigan-based provider of visual AI solutions, has raised a $30 million Series B fundi
    • funding rounds 2024-05-16 Voxel51, an Ann Arbor, MI-based company which specializes in visual AI, raised $30M Series B funding.
    5 rounds to 2024
    $48M
    team
    4
    founded
    2016
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation43.043.0
    Prominence6.06.0
    Momentum27.027.0
    Maturity56.056.0
    Scalability37.037.0
    Finance19.019.0
    Full company profile ↗
  10. 10

    Regula

    Daugavpils, Latvia

    Visits / monthNot measured
    Funding (USD)$185k1 round to 2019
    TrustpilotNot recorded

    Regula makes identity verification software and forensic document examination equipment.

    regulaforensics.com ↗
    LEGAL IDENTITYRegula BaltijaLegal ID 41503036161 + 2 more in details
    Company details, legal & revenue

    Founded by Ivan Shumsky Co-Founder

    1 round to 2019
    $185k
    team
    89
    founded
    1992
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation93.093.0
    Prominence36.036.0
    Momentum10.010.0
    Maturity56.056.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  11. 11

    Rerun

    Stockholm, Sweden

    Visits / monthNot measured
    Funding (USD)$20M2 rounds to 2025
    TrustpilotNot recorded

    Rerun provides open-source and cloud tools for building computer vision systems.

    rerun.io ↗
    Company details

    Founded by Moritz Schiebold Co-Founder , Nikolaus West Co-Founder

    2 rounds to 2025
    $20M
    team
    13
    founded
    2022
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence8.08.0
    Momentum85.085.0
    Maturity32.032.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  12. 12

    Robovision

    Ghent, Belgium

    Visits / monthNot measured
    Funding (USD)$53M4 rounds to 2024
    TrustpilotNot recorded

    Robovision develops AI vision systems for industrial and business applications.

    robovision.ai ↗
    LEGAL IDENTITYRobovisionLegal ID 0899.613.236 + 1 more in details
    Company details, legal & revenue

    Founded by Tim Waegeman Co-Founder and CTO , Jonathan Berte Co-Founder & Chairman

    • funding rounds 2024-10-14 Robovision followed with a €38 million Series A round, showcasing Belgium’s growing computer vision and deep l
    • capital infusions 2024-10-09 AI startups attracted over 70% of the total capital invested in H1 2024. This was driven by a number of larger
    • funding rounds 2024-05-30 Belgium’s Robovision secured $42 million to bring computer vision intelligence to industrial machinery.
    4 rounds to 2024
    $53M
    team
    60
    founded
    2013
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation85.085.0
    Prominence29.029.0
    Momentum28.028.0
    Maturity52.052.0
    Scalability65.065.0
    Finance35.035.0
    Full company profile ↗
  13. 13

    Superb AI

    Foster City, United States

    Visits / monthNot measured
    Funding (USD)$40M6 rounds to 2026
    TrustpilotNot recorded

    Superb AI manages training data for computer vision model development.

    superb-ai.com ↗
    LEGAL IDENTITYSUPERB AI, INC.Company number 7087837 + 1 more in details
    ESTIMATED REVENUEUSD 21.44MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 21.44MUSD 21,438,422.00
    Estimate only
    Reporting entity
    Superb AI
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    Founded by Jung Kwon Lee Co-Founder & CTO , Hyun Kim Co-Founder & CEO , Moonsu Cha Co-Founder & CTO

    • funding rounds 2024-10-24 Superb AI, a South Korean AI startup that graduated from Y Combinator, has raised $10.2 million in a Series C
    6 rounds to 2026
    $40M
    team
    14
    founded
    2018
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence19.019.0
    Momentum37.037.0
    Maturity60.060.0
    Scalability37.037.0
    Finance35.035.0
    Full company profile ↗
  14. 14

    TensorGo

    Hyderabad, India

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    TensorGo provides computer vision, IoT software and IT consulting services.

    tensorgo.com ↗
    LEGAL IDENTITYTENSORGO SOFTWARE PRIVATE LIMITEDCIN U58201TS2023PTC176060 + 1 more in details
    REVENUEINR 6.98MFY 2025 · Revenue from operations
    Company details, legal & revenue

    Revenue from operations

    INR 6.98MINR 6,981,989.00
    Annual financials
    Reporting entity
    TENSORGO SOFTWARE PRIVATE LIMITED
    Period
    FY 2025 · 2024-04-01 to 2025-03-31
    Total income, separately
    INR 6.99M
    Record
    Annual financial record

    Registered-entity accounts. Revenue belongs to the named reporting entity and period.

    Revenue history · INR · Revenue from operations
    PeriodRevenueTotal income
    FY 20242023-04-01 – 2024-03-313,047,662.003,065,062.00
    FY 20252024-04-01 – 2025-03-316,981,989.006,994,798.00

    Founded by Lakshmi Chilukuri Co-Founder & Managing Director , Rajiv Chilaka Co-Founder , Srinivas Chilukuri Co-Founder & CEO

    team
    20
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation69.069.0
    Prominence8.08.0
    Momentum100.0100.0
    Maturity20.020.0
    Finance12.012.0
    Full company profile ↗
  15. 15

    Advex

    San Francisco, United States

    Visits / monthNot measured
    Funding (USD)$4M1 round to 2024
    TrustpilotNot recorded

    Automated visual inspection systems using generative artificial intelligence

    advex.ai ↗
    Company details

    Founded by Qasim Wani Co-Founder , Pedro Pachuca Co-Founder & CEO

    1 round to 2024
    $4M
    founded
    2022
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Momentum65.065.0
    Maturity32.032.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  16. 16

    Ai-smartvision.com

    Austin, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    End-to-end computer vision infrastructure

    ai-smartvision.com ↗
    Company details
    founded
    2025
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity14.014.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  17. 17

    GRAG AI Factory

    Singapore, Singapore

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Integrated, secure, and user-friendly artificial intelligence solutions for various business applications

    aifactory.technology ↗
    LEGAL IDENTITYGRAG AI FACTORY PTE. LTD.Legal ID 202525122G
    Company details, legal & revenue

    Founded by Ashish Srivastava Founder & CTO

    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  18. 18

    Allus

    Suwanee, United States

    Visits / monthNot measured
    Funding (USD)$500k1 round to 2025
    TrustpilotNot recorded

    AI vision solutions for manufacturing quality inspection and monitoring

    allus.ai ↗
    Company details

    Founded by Christopher Cui Co-Founder & CEO , Zhisen An Co-Founder , Shijie Wang Co-Founder & CTO

    1 round to 2025
    $500k
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Momentum85.085.0
    Maturity30.030.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  19. 19

    Anyway.ai

    Thane, India

    Visits / monthNot measured
    Funding (USD)$156k1 round to 2024
    TrustpilotNot recorded

    Generating synthetic data for AI models

    any-way.ai ↗
    LEGAL IDENTITYANYWAY AI TECHNOLOGIES PRIVATE LIMITEDCIN U62013MH2023PTC410780
    REVENUEINR 0.00FY 2025 · Revenue from operations
    Company details, legal & revenue

    Revenue from operations

    INR 0.00INR 0.00
    Annual financials
    Reporting entity
    ANYWAY AI TECHNOLOGIES PRIVATE LIMITED
    Period
    FY 2025 · 2024-04-01 to 2025-03-31
    Total income, separately
    INR 363.66K
    Record
    Annual financial record

    Registered-entity accounts. Revenue belongs to the named reporting entity and period.

    Revenue history · INR · Revenue from operations
    PeriodRevenueTotal income
    FY 20242023-09-18 – 2024-03-310.000.00
    FY 20252024-04-01 – 2025-03-310.00363,657.00

    Founded by Rohan Athawade Co-Founder & CEO , Mayank Nahata Co-Founder

    1 round to 2024
    $156k
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Momentum65.065.0
    Maturity32.032.0
    Finance0.00.0
    Full company profile ↗
  20. 20

    ARGO Vision

    Milano, Italy

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Computer vision, machine learning for visual recognition, and AI-based solutions

    argo.vision ↗
    Company details

    Founded by Alessandro Ferrari Founder, CEO

    team
    8
    founded
    2016
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation85.085.0
    Prominence0.00.0
    Maturity26.026.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  21. 21

    Artiluxtech

    Zhubei, Taiwan

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Developing Semiconductor based computer vision solutions for various applications

    artiluxtech.com ↗
    Company details
    team
    44
    founded
    2014
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation85.085.0
    Prominence10.010.0
    Maturity44.044.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  22. 22

    AssistIQ

    Montreal, Canada

    Visits / monthNot measured
    Funding (USD)$13M2 rounds to 2025
    TrustpilotNot recorded

    AI-powered computer vision system for supply and implant management

    assistiq.ai ↗
    LEGAL IDENTITYAssistiq Technologies Inc.Legal ID 13360725
    Company details, legal & revenue

    Founded by Moishe Liberman Co-Founder

    2 rounds to 2025
    $13M
    team
    10
    founded
    2022
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence10.010.0
    Momentum95.095.0
    Maturity43.043.0
    Scalability100.0100.0
    Finance8.08.0
    Full company profile ↗
  23. 23
    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Cognitive API providing vision, voice, and language AI

    astica.org ↗
    Company details
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  24. 24

    ATNC

    Germany

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Computer vision solutions for marine biofouling detection

    atnc.ai ↗
    Company details
    founded
    2018
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity26.026.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  25. 25

    AugeLab

    Gebze, Turkey

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    No-code platform for computer vision application development

    augelab.com ↗
    Company details

    Founded by Tufan Kurtini Co-Founder , Yunus Celik Co-Founder

    founded
    2019
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity44.044.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  26. 26

    AuraML

    Bengaluru, India

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Tech company developing core infrastructure for robotics development, providing generative simulation tools

    auraml.ai ↗
    Company details
    founded
    2022
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  27. 27

    Avisense

    Patras, Greece

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI-powered solutions for autonomous vehicle perception and interaction

    avisense.ai ↗
    Company details
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  28. 28

    bluepolicy

    Siegburg, Germany

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Customized computer vision solutions for industry and research

    bluepolicy.ai ↗
    Company details

    Founded by Rakshith N Founder & CEO

    founded
    2020
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  29. 29

    Castle Global

    San Francisco, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Develops machine learning powered products for enterprise as well as consumer markets

    castleglobal.com ↗
    Company details

    Founded by Parth Bhakta Founder

    founded
    2012
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation55.055.0
    Prominence0.00.0
    Maturity44.044.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  30. 30

    Cocoon Health

    Mountain View, United States

    Visits / monthNot measured
    Funding (USD)$4M2 rounds to 2017
    TrustpilotNot recorded

    AI powered remote health monitoring solutions for parents

    cocooncam.com ↗
    ESTIMATED REVENUEUSD 22.4MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 22.4MUSD 22,400,000.00
    Estimate only
    Reporting entity
    Cocoon Health
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    2 rounds to 2017
    $4M
    team
    4
    founded
    2014
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence11.011.0
    Momentum10.010.0
    Maturity49.049.0
    Scalability100.0100.0
    Finance35.035.0
    Full company profile ↗
  31. 31

    Cogniac

    San Jose, United States

    Visits / monthNot measured
    Funding (USD)$46M6 rounds to 2021
    TrustpilotNot recorded

    AI-based platform for the management of visual operations

    cogniac.ai ↗
    LEGAL IDENTITYCOGNIAC CORPORATIONLegal ID 184473792 + 2 more in details
    ESTIMATED REVENUEUSD 17.29MUndated estimate · Estimated revenue
    Company details, legal & revenue

    Estimated revenue

    USD 17.29MUSD 17,289,050.00
    Estimate only
    Reporting entity
    Cogniac
    Period
    Undated estimate
    Record
    Company profile estimate

    Estimate only; no reporting period or annual filing is attached.

    Led by Quinn Curtis Chief Executive Officer

    6 rounds to 2021
    $46M
    team
    33
    founded
    2015
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence19.019.0
    Momentum13.013.0
    Maturity56.056.0
    Scalability37.037.0
    Finance35.035.0
    Full company profile ↗
  32. 32

    COMPUTER VISION

    Saint Petersburg, Russia

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Computer vision-based platform for visual processing

    comvisionsys.ru ↗
    Company details
    founded
    2004
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity50.050.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  33. 33

    Craftlogic Labs

    Bengaluru, India

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Computer vision models

    craftlogiclabs.com ↗
    LEGAL IDENTITYCRAFTLOGIC LABS PRIVATE LIMITEDCIN U72900KA2017PTC107589
    REVENUEINR 4.2MFY 2025 · Revenue from operations
    Company details, legal & revenue

    Revenue from operations

    INR 4.2MINR 4,204,829.00
    Annual financials
    Reporting entity
    CRAFTLOGIC LABS PRIVATE LIMITED
    Period
    FY 2025 · 2024-04-01 to 2025-03-31
    Total income, separately
    INR 6.48M
    Record
    Annual financial record

    Registered-entity accounts. Revenue belongs to the named reporting entity and period.

    Revenue history · INR · Revenue from operations
    PeriodRevenueTotal income
    FY 20182017-11-01 – 2018-03-31964,630.001,002,884.00
    FY 20192018-04-01 – 2019-03-315,305,685.005,305,685.00
    FY 20202019-04-01 – 2020-03-3112,163,402.0012,194,934.00
    FY 20212020-04-01 – 2021-03-3123,848,844.0024,072,846.00
    FY 20222021-04-01 – 2022-03-3141,360,019.0041,368,134.00
    FY 20232022-04-01 – 2023-03-3125,576,306.0025,637,868.00
    FY 20242023-04-01 – 2024-03-314,978,454.004,978,454.00
    FY 20252024-04-01 – 2025-03-314,204,829.006,477,530.00

    Founded by Mohan Kumar Somasundaram Co-Founder , Kannan N Co-Founder

    team
    12
    founded
    2017
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence8.08.0
    Momentum80.080.0
    Maturity26.026.0
    Scalability37.037.0
    Finance3.03.0
    Full company profile ↗
  34. 34

    CrowdAI

    Mountain View, United States

    Visits / monthNot measured
    Funding (USD)$18M4 rounds to 2021
    TrustpilotNot recorded

    Image annotation solutions for autonomous vehicle, drones & satellite images

    crowdai.com ↗
    LEGAL IDENTITYCROWDAI, INC.Legal ID 81-2645615
    Company details, legal & revenue
    4 rounds to 2021
    $18M
    team
    47
    founded
    2016
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation69.069.0
    Prominence10.010.0
    Momentum41.041.0
    Maturity58.058.0
    Scalability78.078.0
    Finance8.08.0
    Full company profile ↗
  35. 35

    Curegit

    Nagoya, Japan

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI models, software, and tools for image processing

    curegit.jp ↗
    Company details
    founded
    2021
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  36. 36

    Custom Vision

    Redmond, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Solution to train computer vision models

    customvision.ai ↗
    Company details
    founded
    2017
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity26.026.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  37. 37

    Darcy

    San Jose, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI-based visual processing platform for developer

    darcy.ai ↗
    Company details
    team
    11
    founded
    2020
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence10.010.0
    Maturity38.038.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  38. 38

    DeepEyes

    Munich, Germany

    Visits / monthNot measured
    Funding (USD)$42k1 round to 2020
    TrustpilotNot recorded

    Provides AI-enabled video analysis technologies

    deepeyes.co ↗
    LEGAL IDENTITYDeepEyes GmbHLegal ID HRB250169
    Company details, legal & revenue

    Founded by Sergey Sher Co-Founder & CEO , Vadim Danshin Co-Founder & CTO

    1 round to 2020
    $42k
    founded
    2015
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Momentum10.010.0
    Maturity44.044.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  39. 39

    DeepFeat

    Providence, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI platform providing subsea infrastructure anomaly detection and insights

    deepfeat.ai ↗
    Company details
    founded
    2025
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity14.014.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  40. 40

    Deep Label

    Santa Clara, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Video and image annotation platform

    deeplabel.app ↗
    Company details
    founded
    2019
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity26.026.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  41. 41

    Deep Mind Labs

    Dhaka, Bangladesh

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI and computer vision solutions for various industries

    deepmindlabs.ai ↗
    Company details
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  42. 42

    DiffuseDrive

    San Francisco, United States

    Visits / monthNot measured
    Funding (USD)$4M2 rounds to 2025
    TrustpilotNot recorded

    Synthetic data for computer vision development

    diffusedrive.com ↗
    Company details

    Founded by Roland Pinter Co-Founder , Balint Pasztor Co-Founder & CEO

    • funding rounds 2025-05-16 DiffuseDrive has raised €3.15 million.
    • funding rounds 2025-05-14 DiffuseDrive, a next-generation physical AI company, announced a double milestone today, raising $3.5 million
    • funding rounds 2025-05-14 Hungarian-founded DiffuseDrive announced a double milestone today raising €3.15 million in seed funding
    2 rounds to 2025
    $4M
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Momentum85.085.0
    Maturity32.032.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  43. 43

    DirectAI

    New York City, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Platform developing computer vision models

    directai.io ↗
    Company details

    Founded by Ben B Co-Founder , Isaac Robinson Co-Founder

    team
    3
    founded
    2022
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity38.038.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  44. 44

    Doc2txt

    Jerusalem, Israel

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI engine for users to upload documents

    doc2txt.com ↗
    Company details
    founded
    2021
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  45. 45

    Dots

    Las Vegas, United States

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI platform for pattern recognition and visualization

    dots.ai ↗
    Company details
    founded
    2020
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  46. 46

    Dragoneye

    New York City, United States

    Visits / monthNot measured
    Funding (USD)$500k1 round to 2024
    TrustpilotNot recorded

    Computer vision-powered APIs for data extraction from images

    dragoneye.ai ↗
    Company details

    Founded by Alex Liao Founder & CEO

    1 round to 2024
    $500k
    founded
    2023
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Momentum65.065.0
    Maturity32.032.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  47. 47

    DreamDocs

    Moscow, Russia

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    AI-powered platform for document recognition and data processing

    dreamdocs.ru ↗
    Company details
    founded
    2019
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation18.018.0
    Prominence0.00.0
    Maturity26.026.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗
  48. 48

    EdgeSoft

    Russia

    Visits / monthNot measured
    Funding (USD)Not recorded
    TrustpilotNot recorded

    Image recognition application development platform for enterprises

    edgesoft.ru ↗
    Company details
    founded
    2021
    Radar company signals

    Recorded company indicators, each on a 0–100 scale. These are separate signals, not an overall product rating. Zero is preserved where recorded.

    Innovation73.073.0
    Prominence0.00.0
    Maturity20.020.0
    Scalability100.0100.0
    Finance0.00.0
    Full company profile ↗

Company descriptions and country and evidence filters help you narrow this category. How to read the figures ↗

02 / THE BIGGER PICTURE

Follow the signals.

Attention, capital and customer experience tell different stories.

SCOPE: THE 48 LISTED COMPANIES
CAPITAL OVER TIME

Disclosed funding by year.

USD
$195.4Mlargest displayed year: 2022
Disclosed funding by yearAnnual disclosed funding for listed companies. Values appear in the adjacent data table. 2026 covers a partial year. $0$97.7M$195.4M 2020: $106M20202021: $123.1M20212022: $195.4M20222023: $11M20232024: $126.4M20242025: $62.5M20252026: $402.7K2026*
View funding data
Annual disclosed funding, USD. 2026 is a partial year.
YearDisclosed amount
2020$106M
2021$123.1M
2022$195.4M
2023$11M
2024$126.4M
2025$62.5M
2026 (partial)$402.7K

Disclosed rounds among listed companies. Undisclosed amounts are excluded. A missing amount does not mean no investment.

THE CUSTOMER PERSPECTIVE

Attention isn’t satisfaction.

TRUSTPILOT

Score out of 5 · read the sample size alongside the rating.

0 of 48 entries have public review scores. Reviews reflect customer experiences and may cover billing, service or other products.

WHERE COMPANIES ARE BASED

Where the companies are based.

17countries & territories
across the featured list

Top 6 locations · select one to filter the directory

United States22Germany4India4Russia3Switzerland2Canada2
All locations
Countries and territories of all 48 featured entries
LocationCompanies
United States22
Germany4
India4
Russia3
Switzerland2
Canada2
Latvia1
Sweden1
Belgium1
Singapore1
Italy1
Taiwan1
Turkey1
Greece1
Japan1
Bangladesh1
Israel1

Company locations recorded in the snapshot. Location counts describe this shortlist, not total market size or service availability.

Read each signal for what it measures.

Traffic tells you about website attention. Funding tells you about disclosed capital. Reviews tell you about customer experience. These signals measure different aspects of a company; assess its suitability for your own requirements.

Make a better shortlist ↗
CATEGORY CONTEXT

What the news says is happening

Basler had the busiest news cycle, with a planned leadership change running through early 2026. After more than 25 years as Chief Executive Officer, Dr. Dietmar Ley stepped down at the end of the 2025 financial year. Hardy Mehl, a long-standing management board member, became CEO on 1 January 2026. Basler also created a Chief Technology Officer role, appointing Dr. Kai Jens Ströder to oversee product generation and innovation from 1 January 2026, with a separate announcement confirming the move on 5 January 2026.

Basler’s recent updates also showed a company trying to recover in a difficult market. On 8 May 2025, it reported sales of EUR 59.5 million, up 37%, helped by major projects in China and the USA. By 6 August 2025, first-half sales had reached Euro 111.7 million, a 20% increase from the previous year, and the company raised its forecast for 2025. On 6 November 2025, earnings after taxes were €11.1 million, compared with EUR -6.7 million a year earlier.

Ultralytics drew attention in September 2025 when it announced a $30 million Series A round. The company is known for open-source computer vision models in the YOLO family, and its funding followed growing use of machine vision in development teams, inspection workflows and AI products. Clarifai also expanded distribution in March 2025, making its AI orchestration platform available through AWS Marketplace, a move aimed at buyers that already procure cloud software through established enterprise channels.

The wider market also included newer activity around physical AI and 3D vision. DiffuseDrive announced seed funding in May 2025, including €3.15 million and $3.5 million figures in separate reports, alongside deployments with Fortune 500 companies. Basler moved deeper into 3D vision on 4 April 2025 by acquiring a 25.1% stake in Roboception GmbH, extending an existing cooperation and signaling interest in more complete 3D solutions for industrial and automation customers.

EXPLORE FURTHER

Category and sector research.

Page figures and wider sector figures retain their original scopes.

The category in numbers

Everything below is measured on the companies listed on this page.

Traffic, top 10
monthly visits — the top three are 100% of all traffic measured on this page
Roboflow1.4M
Scandit234k
SEMrush monthly visits. A company SEMrush has never measured is absent, not zero.
Disclosed funding by year
sum of rounds raised by the companies on this page — since 2015
2015: 10,000,000.02016: 30,177,112.02017: 14,741,189.422018: 30,000,000.02019: 14,858,041.90262020: 105,953,592.428262021: 123,129,648.02022: 195,431,904.02023: 11,036,743.02024: 126,355,583.02025: 62,500,000.02026: 402,697.0
20152026
Peak 2022: $195M
Rounds with no disclosed amount are counted in the round totals on each card but cannot appear here.
What the news actually reports
136 dated corporate events across these companies
funding rounds48
leadership changes24
earnings reports21
product launches16
M&A8
board updates7
announcements4
capital infusions3
Radar's event log: every event is a dated, typed record extracted from a published report.
Share of voice
LinkedIn followers, Reddit mentions and dated news events — each normalised to its own total before they are combined
Roboflow24
Clarifai23
Ultralytics8
Scandit8
Robovision7
Basler7
Voxel 517
DiffuseDrive6
Datature2
Regula2
  • LinkedIn
  • Reddit
  • News
Raw follower counts are three orders of magnitude larger than the other two signals, so adding them unnormalised would make this a follower chart with decoration.
Coverage over time
dated events per year
2019: 12020: 102021: 172022: 202023: 52024: 372025: 262026: 7
20192026
Peak 2024: 37
2026 is a part year.
What this field patents
published since 2020 in CPC G06V — image and video recognition
image matching and estimation20,867
target monitoring and detection14,972
machine learning image analysis12,100
image region detection9,360
video detection and tracking8,639
human posture and action8,625
video model training8,618
vehicle object detection8,376
36 patents in this class name a company from this page.
Who holds the patents
assignees since 2020, all applicants
Nec2,919
Samsung Electronics2,863
Tencent Shenzhen2,746
Beijing Baidu Netcom Sci &1,800
Bosch Robert1,742
Huawei1,684
Boe Technology Group1,647
Canon1,520
Includes companies listed on this page.
Patent publications per year
granted and published filings in this class
2015: 7,8122016: 9,6132017: 14,0772018: 17,9772019: 19,5992020: 35,9102021: 38,4662022: 39,0572023: 59,2932024: 77,1412025: 74,628
20152025
Peak 2024: 77,141
Patents publish about 18 months after filing, so the last complete year is the last honest one.
Computer Vision: the wider sector

This page lists one segment. These numbers cover all 3,995 companies across the 11 segments of Computer Vision, so the page can be read in context.

Segments of Computer Vision
companies tracked in each sibling segment
ai-native computer vision1,466
facial recognition software1,449
video surveillance analytics1,194
image and video analytics332
computer vision platforms176
computer vision in manufacturing176
3d cameras149
3d sensors108
computer vision in retail91
robotic vision system85
computer vision in healthcare85
Audience by segment
combined monthly visits of each segment
ai-native computer vision10.4M
facial recognition software38.0M
video surveillance analytics1.3M
image and video analytics234k
computer vision platforms1.6M
3d sensors10.3M
computer vision in retail8k
computer vision in healthcare141k
One very large site can carry a whole segment's audience.
Open roles by segment
roles advertised right now
ai-native computer vision331
facial recognition software130
video surveillance analytics127
image and video analytics45
computer vision platforms26
computer vision in manufacturing49
3d cameras8
3d sensors19
computer vision in retail28
robotic vision system22
computer vision in healthcare29
Funding events across the sector
rounds and capital infusions reported per year
2019: 1402020: 2142021: 2472022: 2942023: 2152024: 2282025: 2232026: 81
20192026
Peak 2022: 294
2026 is a part year.
What the sector is hiring
606 open roles at 276 companies
Engineer127
Manager90
Developer44
Specialist22
Director21
Executive21
Analyst19
Associate17
Where it is hiring
companies advertising roles in each city
Bengaluru33
Hyderabad8
Noida8
Mumbai City7
Chennai7
Pune7
Skills this sector is built on
postings naming each skill, all employers
python246,873
machine learning43,018
pytorch17,892
deep learning10,621
computer vision8,006
image processing1,732
opencv1,351
sensor fusion1,174
object detection514
Market-wide demand for the skills, not these companies' own postings — the job-postings data has no company website in it, and matching on company NAME pulls in unrelated employers.
Skill demand, normalised
postings naming these skills per 10,000 postings
2019: 91.82020: 255.12021: 219.02022: 197.92023: 189.32024: 178.12025: 229.12026: 146.9
20192026
Peak 2020: 255.1 per 10k
A share, not a count: the number of job postings we collect tripled in 2026, so raw counts would show a surge that did not happen.

Mergers and acquisitions

790 M&A events on record across the sector.

  • Nearmap acquired Tensorflight business from Tensorflight — undisclosed2024-10-14
  • Scandit acquired shelf audit automation technology from Marketlab — undisclosed2024-08-21
  • Alogent acquired Honor Credit Union — undisclosed2024-07-11
  • Agence des participations de l\'Etat (APE) acquired Alcatel Submarine Networks (ASN) business from Nokia — $378M2024-06-28
  • Lumine Group acquired device and service management platform businesses from Nokia — $200M2024-04-01
  • Netradyne — today announced the acquisition of Moove Connected Mobility2026-05-05
  • Nokia OZO — Acquisition expected to roughly double Inseego’s revenue and further its ambitions to be a global leader in wireless broadband – fixed and mobile with focus on 2026-05-05
  • ShelfieTech — Shelfie-Tech Ltd. also holds an option to acquire an additional 15% stake in ASPECT for $1 million, exercisable through December 31, 2030.2026-05-04
  • ShelfieTech — Shelfie-Tech Ltd. (CSE: SHLF) (OTCQB: SHLFF) has announced a definitive share purchase agreement to acquire up to a 70% equity stake in Aspect Information Syste2026-05-04

Who reports earnings

Most of this sector is private. These are the companies whose revenue is actually filed or reported.

CompanyPeriodRevenueGrowth
DuostechQ4 2025$9M+548%
DuostechYear ended December 31, 2025$27M+271%
Cyngn Technologies2025$219k-40%
SenseTimeFY2025$700M+33%
Cyngn Technologies2025-12-31$219k-40%
03 / FROM RESEARCH TO A DECISION

Build a shortlist that fits your needs.

A simple way to move from exploration to a useful conversation.

01

Start with the job.

Define your requirements, budget and location. Read company descriptions and use the evidence filters to narrow the directory.

Find your use case ↑
02

Compare the evidence.

Select up to four companies. Check traffic, funding and review sample sizes together, then open the provider’s website.

03

Verify the fit.

Visit company websites, review current offerings and ask for supporting evidence. Check terms, references and suitability before making a decision.

Current features and pricing belong to the provider.
04 / USEFUL ANSWERS

A little more
context.

What this list can tell you,
and how to use it well.

Which computer vision software companies are listed?

This directory features 48 companies from 209 tracked in the category. The default order preserves the published audience ranking. Use company descriptions, country and evidence filters to create a shortlist.

Which company has the most measured website traffic?

Roboflow leads measured traffic at 1.4M monthly visits. Traffic figures are recorded for 2 of 48 listed companies.

How much disclosed funding is recorded?

The snapshot records $733M in cumulative disclosed funding. 23 companies have recorded rounds and 22 have disclosed amounts. Funding is expressed in USD; an undisclosed amount is not zero.

How should I read the company ranking?

Website traffic measures attention, not product quality, revenue or customer satisfaction. Recorded visit counts and audience bands remain separate. Missing figures are not zero.

What legal identifiers and revenue figures are shown?

Legal identifiers are recorded for 18 companies and revenue figures for 9. Each registered entity is named separately. Revenue carries its currency, period, reporting entity and basis. Estimates and dated snapshots are labelled explicitly; total income is separate from operating revenue.

When was the directory updated?

Traffic, funding and reviews use the source snapshot dated 11 Sep 2026. Legal and financial records were checked on 2026-09-20; underlying reporting periods vary. These saved records are not a live feed.

05 / KNOW WHAT YOU’RE READING

Sources, scope & coverage.

Traffic, funding & reviews: 11 Sep 2026. Legal & revenue records checked: 2026-09-20.

Back to overview ↑

The directory

48 featured / 209 tracked

The 48 featured companies in this category, with their original profile links. Company descriptions and country and evidence filters help you narrow this category.

Website traffic

2 of 48 companies

SEMrush monthly visits, backlinks and authority. Audience bands on other companies are ranks, not estimated visit counts. Figures retain their original rounded precision.

Funding & reviews

23 with rounds · 0 reviewed

Recorded funding rounds, with 22 disclosed totals in USD. Trustpilot scores include review counts. Missing values stay distinct from zero.

Legal identity & revenue

18 with legal IDs · 9 with revenue

Registered entities are listed separately. Annual records, dated snapshots and estimates are labelled by entity, currency and period. Total income stays separate from operating revenue.

The figures are saved records, not a live feed; source dates and revenue periods vary. Legal and revenue additions were checked on 2026-09-20. Recorded figures are not necessarily the latest company disclosures. Chart totals refer to the featured companies unless stated otherwise. The wider category count is 209. Derived traffic shares are approximate because published values are rounded.

YOUR SHORTLIST

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Up to four entries · source snapshot: 11 Sep 2026

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