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Blog / Explore Embedded AI with ESP32-S3 and Free PCBA Prototypes - NextPCB Accelerator #4

Explore Embedded AI with ESP32-S3 and Free PCBA Prototypes - NextPCB Accelerator #4

Posted:07:23 PM February 25, 2025 writer: Carmen Zheng

NextPCB is excited to launch its latest Accelerator Campaign, centered on custom ESP32 designs. Developers, makers, and researchers can now access free PCB manufacturing and assembly for their prototypes, making hardware innovation more accessible than ever.

While large AI models dominate the headlines, artificial intelligence is quietly revolutionizing distributed embedded systems, driven by open-source tools and expanding software support.

One family of modules that have rapidly gained attention for embedded AI applications are the ESP SoC modules from Espressif Systems, particularly Expressif's ESP32-S3 series thanks to powerful dual-core processors, integrated AI and ML accelerators, low-power consumption, Wi-Fi and Bluetooth connectivity options, ample support and low-cost. This makes them idea for applications in facial recognition, voice recognition and sensor function. 

In addition to being fully compatible with TensorFlow Lite, Expressif also supports developers with a dedicated AI framework designed to work seamlessly with ESP SoCs, giving developers ample options and support. 

To support the growing embedded AI ecosystem, NextPCB are offering innovators experimenting with this revolutionary SoC with free PCBA prototypes.

By lowering the barrier to entry for hardware prototyping, NextPCB aims to empower the visionary minds of the ESP community to fully explore solutions employing machine learning, computer vision, predictive analytics, and other cutting-edge AI solutions with ESP32-S3.

Custom ESP32 Sensor Board by Peter Dalmaris

This board by Peter Dalmaris, founder of Tech Explorations, is a great example of hardware ready to be enriched with AI and machine learning capabilities. 


Compact, Sensor-Packed Board for AI Applications by Peter Dalmaris, sponsored by NextPCB

“This ESP32-based board is brimming with an array of sensors, precision circuitry, and a compact design—perfect for running local inference, classification, and decision-making algorithms. Thanks to the dual-core processing power of the ESP32 and its built-in Wi-Fi/Bluetooth connectivity, this board is designed to accelerate the next wave of smart, connected devices. Whether you’re building an intelligent home assistant or a precision agricultural monitor, this platform can handle real-time inference, classification, and decision-making right at the edge—no cloud required.

Potential Applications

Smart Home Monitoring
Use temperature and humidity sensors combined with machine learning to detect anomalies (e.g., a sudden spike in temperature) and issue real-time alerts to keep your home safe and comfortable.

Environmental Data Analysis
Collect and analyze air quality metrics on the board itself, classifying different pollution levels for real-time alerts and insights, reducing reliance on remote servers.

Activity Recognition
Use sound and light sensors and AI models to recognize human activities or patterns, enabling intelligent automation (e.g., turning off lights when rooms are unoccupied).

Predictive Maintenance
Incorporate vibration or current sensors to monitor industrial machinery, then use classification algorithms on the ESP32 to detect early signs of wear or malfunction.

Smart Security Systems
Combine sensor data (motion, light, sound) with AI to recognize suspicious patterns or detect intruders, triggering alarms or notifications without relying on the cloud.”

- Peter Dalmaris

Looking to delve into embedded AI with ESP32-S3? Be sure to take part in NextPCB's Accelerator campaign. Just 20 projects will be chosen for sponsorship, so act fast and showcase your ideas!

What's Included in the Program?

  • Free Prototyping Support: Get 2 free PCBA units, including PCB fabrication, components, assembly, and worldwide shipping (valued up to USD $500). 
  • Comprehensive Technical Support: Get expert assistance with manufacturing engineering, design guidance, certification, and production.
  • Personalized Assistance: Receive dedicated one-on-one support throughout your manufacturing journey.

Who Can Participate?

While we prioritize business projects, we welcome hobbyist designs that contribute to the open-source community and showcase interesting applications using ESP32-S3. All submissions must be original - publicly available designs are not eligible for sponsorship.

Why NextPCB?

Manufacture your ESP32-S3 design with NextPCB to take advantage of these benefits:

Professional Assembly: Our precision pick-and-place machines, advanced inspection equipment, and rigorous quality control ensure reliable, high-quality results.

Prototype and Scale-up Assistance: From initial prototype to volume production, we provide seamless technical support—eliminating the need to coordinate multiple suppliers.

Batch Programming and Testing: Access comprehensive IC programming, firmware burning, and functional testing services. NextPCB offers free functional testing for up to 10 units—perfect for this free PCBA campaign.

How to Get Started

1. Contact our support team (support@nextpcb.com) to register your project and specify its purpose. We can sign an NDA to protect your intellectual property.

2. Submit your PCBA inquiry through our quotation system and follow instructions to claim your 2 free PCBA units.

At NextPCB, we're committed to helping you scale your projects with confidence. Start your ESP32-S3 AI development journey today with our Accelerator program and comprehensive production support.

Only 20 projects will be sponsored for this campaign - secure your spot and introduce yourself at support@nextpcb.com.

NextPCB Accelerator - Supporting You from Prototype to Mass Production

The NextPCB Accelerator campaign is an innovative initiative that empowers creators to bring their ideas to life. Whether you're an entrepreneur or enthusiast, we support your journey from concept to mass production.

Beetle ESP32-C6Develop your Matter Smart Home Device with Beetle ESP32-C6 for Free - NextPCB Accelerator #3
RP2350Get Early Access to Raspberry Pi RP2350 with NextPCB - NextPCB Accelerator #2
RP2040Jumpstart Innovation with RP2040 and Free PCBA Prototypes - NextPCB Accelerator #1

Stay tuned for more sponsorships from NextPCB.

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