Choosing between a GoPro and action camera for drone FPV comes down to image quality, weight, latency, and budget. In... Continue reading
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ESP32-CAM, Raspberry Pi Camera, USB cameras and computer vision modules for AI and robotics
A pan-tilt camera tracker with servo motors is a classic mechatronics project that combines computer vision with hardware control. Using... Continue reading
Selecting the right industrial machine vision camera – monochrome versus colour – is critical for inspection system accuracy and cost.... Continue reading
The ESP32-CAM is a compact, low-cost Wi-Fi camera module with an OV2640 sensor that can capture images to a microSD... Continue reading
The Jetson Nano’s CSI camera interface supports MIPI CSI-2 cameras at much higher bandwidth than USB webcams. Setting up a... Continue reading
Building a barcode and QR code scanner with OpenCV and PiCamera is one of the most practical embedded vision projects... Continue reading
Running image classification on edge devices with MobileNet and Raspberry Pi 5 opens up real-time AI inference without cloud connectivity.... Continue reading
Gesture recognition enables hands-free control of robots, smart home devices, and interactive displays. Using MediaPipe Hands and a Raspberry Pi... Continue reading
Lane detection is the foundational computer vision task behind every self-driving car and autonomous robot. Using OpenCV and a Raspberry... Continue reading
ArUco marker detection with OpenCV Python is a powerful technique for augmented reality, robot localisation, drone landing, and camera pose... Continue reading
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