Our compact solution consists of a robotic manipulator, pair of cameras, a pan-tilt unit, and onboard Edge-Computing. This solution is equipped with a broad range of Neural Networks to detect and localize objects in 3D. It can be mounted on mobile platforms such as wheeled robots, legged robots, tractor extensions, or greenhouse trolleys. The arm uses its end-effector to harvest, cut leaves, and rotate crops.