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Bio Robot

Healthy crop example
Healthy crop
Unhealthy crop example
Unhealthy crop

Perception in the loop

An Innomaker camera with LED-assisted illumination supplies images to YOLOv8 Nano for plant detection and MobileNetV3 for classification of healthy and unhealthy crops.

A Raspberry Pi handles camera input, object detection, classification, and arm control. An Arduino manages motor control, line following, and sensor feedback.

Bio Robot project poster with system design and results
Project poster — click to view at full size.

See, navigate, harvest

An autonomous crop-harvesting robot that follows planted rows, detects crops, classifies plant condition, and uses an SO-101 robotic arm for pruning or collection.

Four mecanum wheels provide omnidirectional motion for alignment with crops. A three-channel line tracker, IMU, and limit switches support navigation, while a Le Robot SO-101 arm positions the claw for manipulation.