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Written on July 21, 2025

Electronics for the first prototype

In this blog post, we take a look at the structure of our first functional prototype and the considerations behind the hardware selection.

For the initial tests and for quick commissioning, we rely on a Raspberry Pi. It offers a good balance of performance, flexibility, and community support. However, as extensive AI functions are integrated, such as for image and speech processing, the Raspberry Pi will likely be replaced in the long term by an NVIDIA platform that is specifically optimized for AI applications.

For capturing the environment, we have tested several camera systems. The most convincing was a fisheye camera, as it captures the entire room in one image. With the help of a YOLO-based AI algorithm, the image is then intelligently cropped, so that relevant content can be extracted and processed, for example, for eye contact or gesture recognition. This avoids the vision AI having to recognize too large areas.

To be able to engage in natural dialogue with users, a speaker and a microphone array were installed. The microphone array allows for targeted recording even in louder environments and is essential for speech recognition and processing. To soften the technical look, these components are behind fabric, giving the device a friendlier, more organic appearance.

At the heart of human-machine communication is a touchscreen, which is controlled by a separate display controller. It serves not only for visual output but also enables simple interaction with the avatar. With this, we aim to create a user-friendly interface without unnecessary complexity for the users.

All the electronics are housed in a 3D-printed frame, which in turn sits in a CNC-milled wooden enclosure. This combination allows for quick adjustments internally and at the same time provides a warm, inviting look: an important aspect, especially in the sensitive home environment.

One of the biggest challenges: Accommodating everything while remaining flexible. As a demonstrator, the AvatarMediKi is constantly evolving. Components are swapped, functions expanded: this demands a modular, accessible design. Our team continuously works on mastering this balance between technical complexity and design aspiration.

Robert Gühne
Robert Gühne
Robert is a software developer, designer, and responsible for the app and infrastructure.

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