Greetings! Stump our AI by asking clever questions about images. To begin, select an image below or upload your own. Don't forget to tell us how it did.

Drop your Images here or Click to upload
Main Image

Terms of Service

The following terms and conditions govern all use of the website and all content and services available at or through the website. Our Services are offered subject to your acceptance without modification of all of the terms and conditions contained herein and all other operating rules, policies and procedures that may be published from time to time by us (collectively, the "Agreement"). You agree that we may automatically upgrade our Services, and these terms will apply to any upgrades.
Please read this Agreement carefully before accessing or using our Services. By accessing or using any part of our services, you agree to become bound by the terms and conditions of this agreement. If you do not agree to all the terms and conditions of this agreement, then you may not access or use any of our services. Our Services are not directed to children younger than 18, and access and use of our Services is only offered to users 18 years of age or older. If you are under 18 years old, please do not use our Services.

Responsibility of Visitors

We have not reviewed, and cannot review, all of the material, posted to our Services, and cannot therefore be responsible for that material's content, use or effects. By operating our Services, we do not represent or imply that it endorses the material there posted, or that it believes such material to be accurate, useful, or non-harmful. You are responsible for taking precautions as necessary to protect yourself and your computer systems from viruses, worms, Trojan horses, and other harmful or destructive content. We do not monitor end-users activity and the media uploaded by them, and may at times contain content that is inapropriate for children, as well as content containing technical inaccuracies, typographical mistakes, and other errors. Our Services may also contain material that violates the privacy or publicity rights, or infringes the intellectual property and other proprietary rights, of third parties. We disclaim any responsibility for any harm resulting from the use by visitors of our Services, or from any downloading by those visitors of content there posted. You agree to NOT use the Services to do any of the following:

  • upload, post, email, transmit or otherwise make available any Content that is unlawful, harmful, threatening, abusive, harassing, tortious, defamatory, vulgar, obscene, libelous, invasive of another's privacy, hateful, or racially, ethnically or otherwise objectionable;
  • harm minors in any way;
  • upload, post, email, transmit or otherwise make available any Content that you do not have a right to make available under any law or under contractual or fiduciary relationships (such as inside information, proprietary and confidential information learned or disclosed as part of employment relationships or under nondisclosure agreements);
  • upload, post, email, transmit or otherwise make available any Content that infringes any patent, trademark, trade secret, copyright or other proprietary rights ("Rights") of any party;
  • upload, post, email, transmit or otherwise make available any Content that infringes any patent, trademark, trade secret, copyright or other proprietary rights ("Rights") of any party;
  • upload, post, email, transmit or otherwise make available any material that contains software viruses or any other computer code, files or programs designed to interrupt, destroy or limit the functionality of any computer software or hardware or telecommunications equipment;
  • intentionally or unintentionally violate any applicable local, state, national or international law, including, but not limited to, regulations promulgated by the U.S. Securities and Exchange Commission, any rules of any national or other securities exchange;

Your Content

Any text or other media that you upload to will be stored and used for scientific research purposes. It is your responsibility to make sure that you have the right to the uploaded content and does not violate the conditions postulated in previous section. By uploading the image you agree for it to be available under conditions postulated in public domain CC0 license.

Copyright Infringement

We respect the intellectual property rights of others. If you believe that material located on or linked to by violates your copyright, you are encouraged to notify us. We will respond to all such notices, including as required or appropriate by removing the infringing material or disabling all links to the infringing material.

Disclaimer of Warranties

Our Services are provided "as is." We hereby disclaim all warranties of any kind, express or implied, including, without limitation, the warranties of merchantability, fitness for a particular purpose and non-infringement. We do not make any warranty that our Services will be error free or that access thereto will be continuous or uninterrupted.

Limitation of Liability

In no event will we be liable with respect to any subject matter of this Agreement under any contract, negligence, strict liability or other legal or equitable theory for: (i) any special, incidental or consequential damages; (ii) for interruption of use or loss or corruption of data.

Frequently Asked Questions

We are endeavouring to build better algorithms for answering questions about images, also known as Visual Question Answering (VQA). To construct these VQA algorithms, we need to generate questions and answers about the images (i.e., ground truth). By interacting with our web application to ask and answer questions about images, you will be providing us with the additional data to make our algorithms work better.
This website uses one of the models from our CVPR paper . We advise readers to read the paper for the full technical details about the algorithm used for answering questions

Kafle, K., Kanan, C. (2016) Answer-Type Prediction for Visual Question Answering. In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR-2016). [PAPER LINK]

The images presented here are sourced from MS-COCO training images.
You can ask almost any kind of question as long as the answer to it can be inferred using the contents of the shown image and our system will try to answer it. It is trained to answer generic open-ended questions. Common questions include but are not limited to yes/no questions, activity recognition (what sport/activity?) ,scene understanding (type of room, indoor/outdoor, weather, seasons), color recognition (what color?), Emotions (happy? sad?), Location (where? What is to the left/right?) counting (How many?). It is,however, not trained to recognize faces (e.g celebrities or actors) or perform expert fine-grained tasks (e.g bird species recognition).
We save the data with aim of making our algorithm work better. The exact terms of engaging with the website are governed by Terms of Service
There is no reward for participating in this website besides any entertainment value to you. Your questions and feedback will be used to make better VQA systems. Also, the use of the web service at is completely voluntary and you may stop using the website at any point of time without any penalty or loss of benefits. You may interact with the website for as long or as little time as you desire. There are no direct risks associated with interactions with our website. However, you may see images that you find offensive, inappropriate or otherwise disagreeable as we have not reviewed all the images that may be presented. Your interactions with the website are confidential as no personally identifiable information about you is stored. It is, however, your responsibility to not upload any identifiable documents or images to our web service. The exact terms of engaging with the website are governed by Terms of Service
Please contact us at if you have any questions or comments about the web service.