Specifically, it illustrates the execution of an inference application (fruit classifier) that makes use of the model described in [[ML-TN-001_-_AI_at_the_edge:_comparison_of_different_embedded_platforms_-_Part_1#Test_application_.231:_fruit_classifier|this section]] when executed on the [https://www.xilinx.com/products/boards-and-kits/zcu104.html Xilinx Zynq UltraScale+ MPSoC ZCU104 Evaluation Kit]. The results achieved are also compared to the ones produced by the platforms that were considered in the [[ML-TN-001_-_AI_at_the_edge:_comparison_of_different_embedded_platforms_-_Part_1#Articles_in_this_series|previous articles of this series]].