For instance, if the robot is being trained for object recognition, you might collect images of the objects from various angles and lighting conditions. Data Preprocessing : Raw data usually needs ...

It has a distance sensor to calculate the distance to walls and objects, an accelerometer, light-sensing phototransistors to seek out light or dark, edge detection sensors, infrared transmitters ...

Towards more accurate 3D object detection for robots and self-driving cars. ScienceDaily. Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2024 / 01 / 240109121120.htm.

The DIY Arduino robot lawn mower project involves several key components, ... Ultrasonic sensors are used for obstacle detection, ensuring that the mower can navigate around objects in its path.