Python tools use OpenCV (ORB) to capture keyframes and to localize live frames against saved descriptors: map_builder: captures frames from MJPEG stream and saves images + ORB keypoints/descriptors ...

Let's make a real-time Facial Landmark Detection using OpenCV, Python, and Mediapipe API. It detects 468 facial landmarks in real time. Facial Landmark Detection is used for AR (Augmented Reality) ...

Here’s a fun build from [RootSaid] that is suitable for people just getting started with microcontrollers and robotics — an Arduino-controlled two-wheeled robot. The video assumes you already have one ...

Servos capable of slightly under 180 degrees of motion. Limited mechanically in the positive direction, and electronically in the negative direction. Servos are connected through a torque spring to ...