##  Digica

#  Digica is working with Toradex

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Toradex seeked to integrate a camera-equipped robot for real-time object recognition and dynamic emotion display. This required fast connectivity between the robot’s hardware and software, taking into account hardware compatibility, software dependencies, and overall system limitations.

#### Objectives

- Deploy a Computer Vision model for accurate, real-time object recognition tailored to customer-specific needs in varied lighting conditions.
- Link recognized objects to predefined emotional expressions on the robot's screen, creating interactive and engaging responses.
- Optimize integration by utilizing the device’s GPU/NPU to enhance processing efficiency, ensuring smooth performance across the camera, model, and display.

#### Results

- The robot’s emotional displays create a more interactive experience for users.
- Efficient object recognition and emotion display speed up interactions.
- The system design allows for easy updates and additions as customer needs change.

####

For more details please visit Toradex website: <https://www.toradex.com/support/partner-network/services/100044/digica>

 Details of the solution: <https://www.toradex.com/blog/self-balancing-ai-enhanced-robot>

![Toradex Proven Partner Logo 900px](https://digica.com/images/Toradex_Proven_Partner_Logo_900px.jpg)