CityCAM Creators

BUILDING CITYCAM TOGETHER

Your idea.
A new capability.

Creator Studio is a no-code tool: turn your own photographs into an AI detection model with a step-by-step wizard. No coding required.

You know your surroundings. You know what to look for.
Help CityCAM learn it too.

Become a creator Explore the story

One account for CityCAM and creating. No Premium required.

LOCAL IDEA → USEFUL MODEL
Illustration of a city street with a car and roof-mounted sensors
Vehicle-mounted equipment 98 %
✓
Small detail. Big difference.You recognize it. A model can learn it.
Illustration, not a measured result

Local knowledge.
Useful to everyone.

We do not need to come up with every idea ourselves.
The best ones may start with you.

↓
CityCAMExample
Example model detecting vehicle-mounted equipment
● Model detects vehicle-mounted equipment
✓
It starts with something you notice.

Something you can recognise at a glance.

FROM THE FIRST IDEA TO DETECTION

01 / YOUR LOCAL KNOWLEDGE

You see a detail.
We see a beginning.

Different country. Different street. Different need. Suggest what CityCAM should recognize and who it would help.

Country and regionCategoryYour own model

For example, a specific type of vehicle-mounted equipment. We first review every proposal for usefulness and suitability.

02 / REAL-WORLD PHOTOGRAPHS

Show the difference.
It matters.

The same place with and without the object. Other locations and different conditions. This gives the model examples of what to look for and what to ignore.

Illustrative scene with vehicle-mounted equipment+ With object
The same illustrative scene without the equipment− Without object

Use your own photographs or images you have permission to use. No coding skills required.

03 / FROM DATA TO MODEL

Step by step.
With room to improve.

The wizard guides you through data, training and testing results. Missed targets and false alarms help show what to add next.

  1. Photographs
  2. Training
  3. Quality check

Creator Studio contains your profile and tools for data, training and publication. Each tool shows its current availability.

04 / USEFUL TO OTHERS TOO

Your model.
On their phone.

After review and approval, the model can become available to people in the relevant market. They select it, start the camera and CityCAM watches what matters.

CityCAM Alerts

Detections, photographs and Telegram alerts for Premium users.

Publication is not automatic. Verified quality and suitability determine the outcome.

REWARDS FOR REAL CONTRIBUTIONS

When your model
helps, it should
have value.

Program rewards come from a shared monthly fund. A creator's share depends on how long paying Premium users use their models.

HOW REWARDS WORK
25%

of net subscription revenue
goes to the monthly creator fund

Share of usage → share of rewards

Your share depends on actual model use, not the number of uploaded photographs. Calculations use revenue after taxes, fees and refunds. Test amounts are not real money. Program terms provide the details.

GOOD TO KNOW

An idea is enough
for the first step.

Do I need to know how to code?

You do not need to code, install TensorFlow or bring a ready-made AI model. Bring an idea and photographs you have permission to use. In the wizard, label examples with and without the target, start training and test the model on your phone. CityCAM handles the technical model setup. Creators choose varied, useful examples and check the results; uploading photos alone does not guarantee accuracy. Creation is available after creator approval, and publication requires model review.

Do I need a dataset ready?

Not to apply. Describe your idea, country and who it would help. Data and quality come in the next stage.

Do I need a new account or Premium?

A regular CityCAM account verified by email is enough. Premium is not required to apply. You can be both a user and a creator.

What happens after my application is approved?

We review your application. On approval, your account receives Creator access and a Creator tab appears in the app. Your models use your creator name. You can also check your application status and any feedback here.

BECOME A CREATOR

What shall we teach
CityCAM next?

Tell us what is missing in your neighbourhood. We will start together with one good idea.

Explore CityCAM first ↗
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