Dear NVDA Users Group,
I'm exploring a feature enhancement for NVDA: an AI-powered image CAPTCHA solver. This feature would enable users to automatically solve image CAPTCHAs on websites, making it easier to access and interact with web content.
Currently, I rely on the Be My Eyes application for Windows to solve image CAPTCHAs, but I'd like to explore the possibility of integrating this functionality directly into NVDA. This would allow me to reserve Be My Eyes for more complex tasks, such as image description and object recognition.
Here's how it could work:
1. User encounters an image CAPTCHA on a website
2. Presses a designated key combination
3. NVDA's AI engine processes the CAPTCHA image and recognizes the text
4. Recognized text is copied to the clipboard
5. User can then paste the result in the edit box of the Captcha edit field
This feature would greatly benefit screen reader users, reducing barriers to web accessibility and improving overall browsing experience.
I'm curious to know:
- Is this feature technically feasible with NVDA's current architecture?
- Are there any existing projects or initiatives exploring similar functionality?
- Would this feature align with NVDA's development priorities and goals?
I'd appreciate any feedback, insights, or discussions on this proposal.
Sincerely,
Mujtaba Merchant
Bangalore | INDIA
Mail: mujt...@gmail.com
Website: The Somebody, Nobody, Anybody & Everybody Blog!
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Thank you for sharing that, much appreciated. I have downloaded it from the GitHub repository. I am still trying to get used to using the addon. I have changed some input gestures, specially the one that is used to recognize the object in focus. I also tried using the chat feature that seems to work great but I had challenges copying it’s last response to my clipboard so that I could read it on notepad.
Thank you once again for sharing this, have a good one!
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This is a very promising addon, however I tried on multiple websites where there was an image Captcha and not even on one of them I got the Captcha correct with the help of this addon. All the websites say: Captcha entered is Incorrect.
I double check the Captcha result, check which letters are in CAPS etc. and then enter it in the edit field for the Captcha. So far 3 websites, even after refreshing and retrying to generate the Captcha recognition, failed to get the Captcha to pass and let me through to the log in for the website.
GUESS I am stuck with Be My Eyes for Windows to help me solve the Captcha. However, your effort in guiding me to this addon is much appreciated, thank you!
"I understand.
Yes, the addon can't quite read the 'I am not a robot' tests well. However, since it uses the Be My Eyes API, I thought it would be on the same level.
Best regards
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Sorry, not trying to solve the 'I am not a robot' test. Just the image Captcha where it is failing. No worries, have a good one!
Here is what Perplexity, an AI chat bot, says about this service and why you don't need to be logged into anything.
The Cloude Vision NVDA add-on uses the service visionbot.ru,
which integrates recognition technologies from Google, Microsoft,
and Be My AI. The user does not need to be logged into these
external services because Cloude Vision itself acts as an
intermediary service that handles the requests to these AI
providers.
Essentially, Cloude Vision sends the images or screen content to
the visionbot.ru backend, which performs the image analysis using
its configured AI providers anonymously on behalf of the user.
This setup allows users to use powerful AI recognition without
needing separate accounts or direct logins to Google, Microsoft,
or Be My Eyes services. If users want to access some features like
asking a question to Be My AI specifically, then logging into Be
My Eyes is required in the add-on settings, but for the standard
image recognition features, no login is needed.
This proxy-like approach is common in third-party AI integrations,
where the add-on developer registers and manages API access keys
and quotas with the AI providers, abstracting this complexity away
from end-users and enabling use without individual logins.
github+1
In short, Cloude Vision manages the authentication and API access
behind the scenes so users can analyze images via AI anonymously
and without direct login requirements to provider platforms.
Gene
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I'll probably not use the add-on much so I may not get such a message or not for a good while.
Gene
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Thanks for sharing your thoughts on this! I completely understand the security concerns companies have with automating CAPTCHA solving. It's a delicate balance between accessibility and security.
I recall a similar feature years, I mean years back in JAWS, where Alt+P would analyze a graphic, like a CAPTCHA, and present the result in a virtual window. That was quite handy!
I'm currently using the CloudVision addon, but have concerns around CloudVision's accuracy and reliability.
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From: ger...@nvaccess.org <ger...@nvaccess.org>
Sent: Monday, November 3, 2025 3:33 AM
To: NVDA Screen Reader Discussion <nvda-...@nvaccess.org>
Subject: Re: [NVDA] Exploring Possibility: AI-powered Image CAPTCHA Solver for NVDA
The idea of an integrated AI solver is a natural and appealing solution to this problem but there's a fundamental challenge that makes this approach a difficult long-term strategy. One of the problems with an automated CAPTCHA solver specifically designed for accessibility needs is that if it is reliably effective, then it will eventually also be used for non-accessibility needs. The organisations that run these CAPTCHA servers keep a very close eye on automated techniques and when they find one that is effective, they make small changes to the CAPTCHA challenge to break them. Source: I used to work for such an organisation and fully half the company was dedicated to detection and breaking of automated solvers.
> > >> <antoniocezara...@gmail.com
> <mailto:antoniocezara...@gmail.com>
> > <mailto:antoniocezara...@gmail.com
> <mailto:antoniocezara...@gmail.com>>
> > >> <mailto:antoniocezara...@gmail.com
> <mailto:antoniocezara...@gmail.com>
> > <mailto:antoniocezara...@gmail.com
> <mailto:antoniocezara...@gmail.com>>>>, 1 Kas 2025 Cmt,
> > >> <muhammeda...@gmail.com
> <mailto:muhammeda...@gmail.com>
> > <mailto:muhammeda...@gmail.com
> <mailto:muhammeda...@gmail.com>>
> > >> <mailto:muhammeda...@gmail.com
> <mailto:muhammeda...@gmail.com>
> > <mailto:muhammeda...@gmail.com
> <mailto:muhammeda...@gmail.com>>>> escreveu:
> > >> nvda-user...@nvaccess.org
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> > >>
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> <mailto:nvda-users%252Buns...@nvaccess.org>>
> > >> <mailto:nvda-users+...@nvaccess.org
> > >> nvda-user...@nvaccess.org
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>
> > >> <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>
> > <mailto:nvda-users%252Bma...@nvaccess.org
> <mailto:nvda-users%25252Bm...@nvaccess.org>>>.
> > >> ---
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> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>
> > >> <mailto:nvda-users+...@nvaccess.org
> > >> nvda-user...@nvaccess.org
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>
> > >> <mailto:nvda-user...@nvaccess.org
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>>.
> > >> ---
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> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>
> > >> <mailto:nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>
> > > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>
> > <mailto:nvda-users%252Bma...@nvaccess.org
> <mailto:nvda-users%25252Bm...@nvaccess.org>>>.
> > > ---
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> > > send an email to nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>
> > > <mailto:nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>.
> > > ---
> > > You received this message because you are subscribed to
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> > send
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> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>
> > > <mailto:nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>>.
> > > To view this discussion visit
> > >
> >
> https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com>
> >
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com>>
> >
> > >
> >
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com?utm_medium=email&utm_source=footer <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com?utm_medium=email&utm_source=footer>
> >
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com?utm_medium=email&utm_source=footer <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKxP8J6M1hChNLX_r80Y4wZZR%3Df499c4oDf3hL1DYMOrQ%40mail.gmail.com?utm_medium=email&utm_source=footer>>>.
> >
> > --
> > ***
> > Please note: the NVDA project has a Citizen and Contributor
> Code of
> > Conduct.
> > NV Access expects that all community members will read and
> abide by
> > the rules set out in this document while participating in
> this group.
> > https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>
> >
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>>
> >
> > You can contact the group owners and moderators via
> <mailto:nvda-users%2Bman...@nvaccess.org>
> > <mailto:nvda-users%2Bman...@nvaccess.org
> <mailto:nvda-users%252Bma...@nvaccess.org>>.
> > ---
> > You received this message because you are subscribed to the
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> > To unsubscribe from this group and stop receiving emails from it,
> > send an email to nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users%2Bunsu...@nvaccess.org
> <mailto:nvda-users%252Buns...@nvaccess.org>>.
> > To view this discussion visit
> >
> https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/16dce7b8-a06a-374f-2876-d8945ebb78fe%40gmail.com
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/16dce7b8-a06a-374f-2876-d8945ebb78fe%40gmail.com>
> >
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/16dce7b8-a06a-374f-2876-d8945ebb78fe%40gmail.com <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/16dce7b8-a06a-374f-2876-d8945ebb78fe%40gmail.com>>.
> >
> > --
> > ***
> > Please note: the NVDA project has a Citizen and Contributor Code
> of Conduct.
> > NV Access expects that all community members will read and abide
> by the
> > rules set out in this document while participating in this group.
> > https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>
> > <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>>
> >
> > You can contact the group owners and moderators via
> <mailto:nvda-users%2Bman...@nvaccess.org>.
> > ---
> > You received this message because you are subscribed to the Google
> > Groups "NVDA Screen Reader Discussion" group.
> > To unsubscribe from this group and stop receiving emails from it,
> send
> > an email to nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>
> > <mailto:nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>>.
> > To view this discussion visit
> >
> https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDL00v7wtUYrV%2B_7B5RbddLxZbLuKwBaFDK%3DgUHFSKJeFw%40mail.gmail.com
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDL00v7wtUYrV%2B_7B5RbddLxZbLuKwBaFDK%3DgUHFSKJeFw%40mail.gmail.com>
>
> >
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDL00v7wtUYrV%2B_7B5RbddLxZbLuKwBaFDK%3DgUHFSKJeFw%40mail.gmail.com?utm_medium=email&utm_source=footer
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDL00v7wtUYrV%2B_7B5RbddLxZbLuKwBaFDK%3DgUHFSKJeFw%40mail.gmail.com?utm_medium=email&utm_source=footer>>.
>
> --
> ***
> Please note: the NVDA project has a Citizen and Contributor Code of
> Conduct.
> NV Access expects that all community members will read and abide by
> the rules set out in this document while participating in this group.
> https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>
>
> You can contact the group owners and moderators via
> <mailto:nvda-users%2Bman...@nvaccess.org>.
> ---
> You received this message because you are subscribed to the Google
> Groups "NVDA Screen Reader Discussion" group.
> To unsubscribe from this group and stop receiving emails from it,
> send an email to nvda-users+...@nvaccess.org
> <mailto:nvda-users%2Bunsu...@nvaccess.org>.
> To view this discussion visit
> https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/de75accc-39fd-4c04-d2a8-be00628061dd%40gmail.com
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/de75accc-39fd-4c04-d2a8-be00628061dd%40gmail.com>.
>
> --
> ***
> Please note: the NVDA project has a Citizen and Contributor Code of Conduct.
> NV Access expects that all community members will read and abide by the
> rules set out in this document while participating in this group.
> https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
> <https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md>
>
> You can contact the group owners and moderators via
> ---
> You received this message because you are subscribed to the Google
> Groups "NVDA Screen Reader Discussion" group.
> To unsubscribe from this group and stop receiving emails from it, send
> an email to nvda-users+...@nvaccess.org
> <mailto:nvda-users+...@nvaccess.org>.
> To view this discussion visit
> https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKpUGw7uhWsiPesWUOCix1q3zeOfLYB6GKYyZ5QcDLY6Q%40mail.gmail.com
> <https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/CAMcewDKpUGw7uhWsiPesWUOCix1q3zeOfLYB6GKYyZ5QcDLY6Q%40mail.gmail.com?utm_medium=email&utm_source=footer>.
--
***
Please note: the NVDA project has a Citizen and Contributor Code of Conduct.
NV Access expects that all community members will read and abide by the rules set out in this document while participating in this group.
https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
You can contact the group owners and moderators via nvda-user...@nvaccess.org.
---
You received this message because you are subscribed to the Google Groups "NVDA Screen Reader Discussion" group.
To unsubscribe from this group and stop receiving emails from it, send an email to nvda-users+...@nvaccess.org.
To view this discussion visit https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/6b257943-0f1a-95e5-5fb1-fd1e25bec142%40gmail.com.
--
***
Please note: the NVDA project has a Citizen and Contributor Code of Conduct.
NV Access expects that all community members will read and abide by the rules set out in this document while participating in this group.
https://github.com/nvaccess/nvda/blob/master/CODE_OF_CONDUCT.md
You can contact the group owners and moderators via nvda-user...@nvaccess.org.
---
You received this message because you are subscribed to the Google Groups "NVDA Screen Reader Discussion" group.
To unsubscribe from this group and stop receiving emails from it, send an email to nvda-users+...@nvaccess.org.
To view this discussion visit https://groups.google.com/a/nvaccess.org/d/msgid/nvda-users/80485041-5ea2-4859-a5d5-67cdd46731dbn%40nvaccess.org.