Objectives: Development of a robotic system aimed at technological innovation in fruit farming, specifically in stone fruit orchards in the Beira Interior region. The goal is to apply artificial intelligence systems for the detection and recognition of images of pests and fruits, enabling the implementation of targeted spraying for pest control and production forecasting.