TinyML & Edge AI Intelligence

Master TinyML development, deploy AI models on microcontrollers, and build intelligent edge devices. Expert tutorials for Arduino, ESP32, and embedded AI systems.

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AI Based Traffic Noise Monitoring Device

AI Based Traffic Noise Monitoring Device

I spent the last three weeks building and testing ai based traffic noise monitoring device configurations, and the results completely change...

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TinyML vs Cloud AI: When to Choose Edge Intelligence

TinyML vs Cloud AI: When to Choose Edge Intelligence

If you have been following the TinyML space, you know that tinyml vs cloud ai: when to choose edge intelligence is becoming increasingly imp...

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Edge AI for Industrial Predictive Maintenance

Edge AI for Industrial Predictive Maintenance

Last month, a client asked me to implement edge ai for industrial predictive maintenance on a device with only 256KB of RAM and a 80MHz proc...

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AI Accelerators for Microcontrollers

AI Accelerators for Microcontrollers

When I first encountered the challenge of ai accelerators for microcontrollers, I assumed it would be a straightforward port from a cloud-ba...

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AI Based Bird Sound Detection Device

AI Based Bird Sound Detection Device

I spent the last three weeks building and testing ai based bird sound detection device configurations, and the results completely changed ho...

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Deploying TinyML Models to Microcontrollers

Deploying TinyML Models to Microcontrollers

When I first encountered the challenge of deploying tinyml models to microcontrollers, I assumed it would be a straightforward port from a c...

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Comparing ESP32 vs Arduino for TinyML

Comparing ESP32 vs Arduino for TinyML

Last month, a client asked me to implement comparing esp32 vs arduino for tinyml on a device with only 256KB of RAM and a 80MHz processor. T...

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