Coupled with an automated Goods-to-Person system, the picking robot is able to pick items from a source bin and to place them in a destination bin for the purpose of order preparation. This equipment, which replaces or complements a picking station, is the last link in the automation of logistics platforms since no human intervention is required for order preparation. Based on Machine Learning technologies, its object detection and recognition skills grow a little more with each operation.