Exploring AI

29 August 2025 AI & ML

The UNIHIKER K10 is an all-in-one AI education device. Powered by an ESP32-S3 MCU with 512 kB SRAM and 16  MB Flash, it features a vibrant 2,8-inch colour screen, built-in Wi-Fi and Bluetooth 5.0, a 2 megapixel camera, dual microphones, speaker, and RGB lights. Furthermore, the board integrates a temperature and humidity sensor, a light sensor, and accelerometer for motion detection.

Designed as a turnkey TinyML platform, the K10 ships preloaded with four vision-AI models – face, cat/dog, QR code, and motion detection. The module also features offline speech recognition and customisable voice command capabilities. Its onboard camera and sensors connect seamlessly to user-trained AI via TinyML, empowering technicians to build their own models directly on the device .

With extensive I/O expandability including USB-C, microSD, Gravity ports, an edge connector, and battery input, the K10 supports both graphical (Mind+) and MicroPython programming, making it ideal for hands-on projects in AI, IoT, and sensor-based data collection.

The vivid display allows real-time visualisation of sensor data and AI outputs, while its wireless capabilities enable long-term remote monitoring.

Further reading:

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Wall-mount cooling for Edge IT
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Designed to run 24/7 in critical compute environments, Vertiv CoolPhase Wall delivers up to 60% greater airflow than comfort cooling.

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Compact direct Time-of-Flight 3D LiDAR module
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The VL53L9 from STMicroelectronics is the first direct Time-of-Flight (dToF) 3D LiDAR all-in-one module in ST’s portfolio, offering a resolution of 2,3K zones, wide field of view, on-chip processing, 100 frames per second, and sensing range from 5 centimeters to 9 meters.

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Edge AI improves condition monitoring
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Tiny SoM integrates NXP i.MX 91
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Robotics platform powers intelligent systems
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The CEXD-INTRBL open robotics development system combines high-performance AI processing, sensor integration, and motion control into a compact embedded platform.

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SensorGPT speeds intelligent IoT deployment
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TDK has introduced SensorGPT, a new technology designed to accelerate the deployment of intelligent edge AI and smart IoT applications by dramatically reducing reliance on real-world sensor data.

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Ideal entry point into edge AI
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Analogue reservoir AI chip capable of real-time learning
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TDK Corporation has jointly developed a prototype of a reservoir AI chip using an analogue electronic circuit that mimics the cerebellum with Hokkaido University.

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