esp32 & esp8266
Proton AI Core Vision+: ESP32-S3 Board With Camera, Mic and IMU
Protonverse Labs packs a 5 MP camera, MEMS mic and 6-axis IMU onto one ESP32-S3 board. Here is what it offers and how to…
robotics
Luxonis OAK 4 FFC Puts Five Cameras on One Robot Board
Luxonis' OAK 4 FFC links five MIPI cameras to a 48 TOPS vision module with PoE+, CAN bus and GPIO. See what it means…
diy projects
Stereo Vision Board Gives Arduino Robots Depth Sensing
A hobbyist's RV1103 board pairs two global-shutter cameras for depth sensing, so a small Arduino robot can dodge obstacles without a host computer.
raspberry pi
Raspberry Pi 5 NPU: 25 TOPS at 3 W for Vision and Small LLMs
Sixfab's AI HAT+ puts a 25 TOPS DEEPX NPU on a Raspberry Pi 5 at about 3 W. Here is what it can run,…
arduino
CantaStorie: Offline AI Storytelling Toy on Arduino UNO Q
CantaStorie runs YOLOX-Nano and Gemma 1B on an Arduino UNO Q to spot an object and narrate a custom story, with zero cloud and…
arduino
Webcam Depth Camera: 20 FPS AI Depth Sensing on Arduino VENTUNO Q
A cheap USB webcam and Depth Anything V2 on the Arduino VENTUNO Q NPU make a 20 FPS depth sensor with heatmap, slicer, flood,…
esp32 & esp8266
ESP32-S3 vs Raspberry Pi 5: How Much Edge AI Is Enough?
A $20 ESP32-S3 camera board vs a $200 Raspberry Pi 5 AI kit on a robot mower. See which edge AI hardware your student…
arduino
Robodog V2.0: Arduino UNO Q Gives a DOGZILLA S2 an AI Brain
Robodog V2.0 adds an Arduino UNO Q to a DOGZILLA S2 quadruped, giving it onboard computer vision, a web control page, and an animated…
arduino
JBR-001: A Weekend Desk Robot With Vision on Arduino UNO Q
JBR-001 pairs an Arduino UNO Q with three servos, a camera, and a distance sensor to build a desk robot that recognizes objects and…
arduino
Arduino UNO Q Smart Doorbell Runs Its Vision Model On-Device
Banzi and Richetta live-build a doorbell whose face recognition never leaves the board. Here is the UNO Q hardware behind it and what you…
diy projects
Seeed’s reComputer RK3576 Kit Runs YOLO11 at 80 FPS for $219
Seeed's new RK3576 dev kit packs a 6 TOPS NPU, a Pi-compatible 40-pin header and an optional 20 TOPS accelerator. Here's whether your build…
arduino
This Arduino Watches a Treadmill With a Webcam to Clock Speed
A rented treadmill, a USB webcam, and an Arduino VENTUNO Q: an on-board neural net reads belt speed and broadcasts it over Bluetooth as…