POINT

RECOGNIZE

DISCOVER

PARTICIPATE

AI Recognition for
Animals, Artifacts and Exhibits

Point the camera. Recognize what’s in front of you. Unlock an interactive learning experience.

Pigeon-Tech AI Recognition lets visitors point their mobile camera at a supported animal, artifact, exhibit, or object and instantly access relevant digital content. Recognition can open stories, facts, images, audio, video, quizzes, and configured experiences.

Designed for museums, zoos, aquariums, science centers, and visitor attractions.

Camera-Based Recognition

Interactive Learning

Gamified Discovery

White-Labeled Experience

From camera to discovery in seconds

Turn visitor curiosity into interactive learning with a simple four-step experience.

Point

Visitor points the camera at a supported animal, artifact, or exhibit.

Recognize

The configured recognition model identifies the subject.

Discover

Relevant stories, media, facts, or educational content appear instantly.

Participate

Visitors continue into quizzes, challenges, or related discoveries.

Recognition that connects the physical and digital experience

A digital wayfinding system designed for real visitor needs.

AI Visual Recognition

Recognize cataloged animals, artifacts, exhibits, or approved objects.

Rich Digital Content

Connect recognition results to text, images, audio, and video.

Learn Through Play

Add quizzes, questions, and playful educational interactions.

Connected Discovery

Guide visitors to related exhibits, stories, or next experiences.

Configurable for Your Venue

Prepare the experience around the subjects and content selected for deployment.

See AI Recognition in action

A real-world recognition journey from camera view to learning moment.

Scan

Point your camera at an animal, artifact or exhibit.

Recognize

AI identifies the subject instantly.

Discover

Get facts, stories, images, audio and video.

Learn Through Play

Try a quiz or challenge to test your knowledge.

Continue Exploring

Discover related exhibits, animals or nearby content.

Value for Visitors and Venue Teams

From arrival to exploration, the app guides every step for an effortless experience.

For Visitors

Discover information at the moment of curiosity

Learn through interactive content and quizzes

Connect physical objects with deeper stories

Explore independently at their own pace

Turn observation into participation

For Venue Teams

Extend interpretation beyond physical signage

Connect exhibits with multimedia content

Support educational and interpretive goals

Create reusable interactive experiences

Measure recognition and content interactions

Explore Related Pigeon-Tech Experiences

Visitor Gamification

Gamified quizzes and badges

Interactive Maps

Map pin location links

Interactive Treasure Hunts

Clue-led outdoor adventures

Visitor Analytics

Recognition traffic data

Turn Curiosity Into Discovery

See how Pigeon-Tech AI Recognition can connect your animals, artifacts, exhibits, and stories with interactive visitor experiences.

Frequently Asked Questions

What is AI recognition for museums, zoos, and attractions?

AI recognition uses a visitor’s camera to identify a trained animal, artifact, exhibit, or object and connect it to relevant digital content.
With Pigeon-Tech, visitors can point their mobile device at a supported subject and access information such as stories, facts, images, audio, video, quizzes, or other configured experiences.
For museums, zoos, aquariums, and attractions, this can create a more interactive connection between the physical object or animal and the digital visitor experience.

How does Pigeon-Tech AI Recognition work?

Pigeon-Tech AI Recognition is configured around selected animals, artifacts, exhibits, or objects for the venue.
A visitor opens the recognition experience, points the camera at a supported subject, and the system attempts to identify it using the configured recognition model.
Once recognized, Pigeon-Tech can open the related digital experience, such as educational content, multimedia, quizzes, challenges, or other connected features.
The exact recognition setup and supported experience are defined for each deployment.

What can Pigeon-Tech recognize?

Pigeon-Tech AI Recognition can be configured to recognize supported subjects such as:
1. Animals
2. Artifacts
3. Exhibits
4. Objects
5. Educational items
6. Other approved visual subjects
What can be recognized depends on the selected use case, the quality and availability of training material, the visual characteristics of the subject, and the recognition model prepared for the deployment.
Not every object is equally suitable for visual recognition, so the final set of supported subjects should be confirmed during implementation.

Does Pigeon-Tech train the AI for our animals, artifacts, or exhibits?

Yes. Pigeon-Tech can prepare and configure the recognition experience around the animals, artifacts, exhibits, or other subjects selected for the project.
The training and setup process may require approved images or other suitable reference material for each subject.
The amount and type of training material required can vary depending on factors such as:
1. Similarity between subjects
2. Lighting conditions
3. Viewing angles
4. Background environments
5. Image quality
6. Subject movement
The final recognition scope should be agreed during implementation.

How accurate is AI recognition?

AI recognition accuracy depends on the subject, training material, camera conditions, environment, and how visually distinct the recognized items are.
Factors such as lighting, distance, viewing angle, movement, obstructions, or similar-looking animals and objects can affect recognition performance.
For that reason, Pigeon-Tech should validate the selected subjects in the intended visitor environment before launch.
We should avoid publishing a universal accuracy percentage unless it has been measured and documented for the specific deployment.

What happens after an animal or artifact is recognized?

After a supported animal, artifact, exhibit, or object is recognized, Pigeon-Tech can open the digital experience configured for that subject.
This may include:
1. Facts and descriptions
2. Stories
3. Images
4. Audio
5. Video
6. Educational content
7. Quizzes
8. Challenges
9. Related exhibits or animals
10. Additional discovery options
The goal is to connect the moment of visitor curiosity with relevant content and interactive participation.
The exact experience depends on the content and features configured for the venue.

Can AI Recognition include quizzes and gamified learning?

Yes. AI Recognition can be connected with configured gamification experiences such as quizzes, questions, challenges, or other educational interactions.
For example, after recognizing an animal, visitors could learn about its habitat or diet and then answer a related quiz question.
This can support edutainment by connecting discovery with participation and learning.
Gamification features such as points, badges, leaderboards, rewards, or progress tracking should be included only where they are supported and configured for the deployment.
Explore Visitor Gamification

Does AI Recognition require QR codes, NFC tags, or beacons?

No. Camera-based AI Recognition does not automatically require QR codes, NFC tags, or beacons to identify a supported visual subject.
Those technologies may still be used in the broader visitor experience for other purposes, such as:
1. Triggering content
2. Confirming a location
3. Supporting treasure hunts
4. Providing proximity-based interactions
5. Connecting physical signage with digital content
The appropriate technologies depend on the visitor experience being designed.
AI Recognition should be treated as one interaction method within the broader Pigeon-Tech platform.

Can the recognition experience support multiple languages?

Yes, the digital content shown after recognition can support multiple languages when multilingual content is configured for the deployment.
Depending on the implementation, visitors may be able to access translated:
Text
Exhibit information
Animal information
Stories
Quiz content
Audio
Other supported digital content
The availability of each language depends on the translations and content provided or approved for the project.
AI Recognition identifies the subject; multilingual support determines how the related experience is presented to the visitor.
Explore Multilingual Experiences

Can venue teams see AI Recognition engagement analytics?

Pigeon-Tech can track supported interaction events when analytics are configured for the AI Recognition experience.
Depending on the implementation, venue teams may be able to review activity such as:
Recognition attempts
Successful recognition events
Recognized subjects
Content opened after recognition
Quiz or challenge interactions
Related content engagement
Session or completion activity
The exact analytics available depend on the tracking configuration and deployment.
Recognition activity can help venue teams understand how visitors interact with the experience, but those interactions should not automatically be interpreted as proof of learning or visitor satisfaction.
Explore Visitor Analytics

Not Every Exhibit Gets the Attention It Deserves—Let’s Change That.

AI Recognition for
Animals, Artifacts and Exhibits