This Technical Note (TN for short) details the execution of the same inference application described [[ML-TN-001_-_AI_at_the_edge:_comparison_of_different_embedded_platforms_-_Part_2|here]] on the [https://www.nxpxilinx.com/products/processorsboards-and-microcontrollerskits/arm-processors/i-mx-applications-processors/i-mx-8-processors/i-mx-8m-plus-arm-cortex-a53-machine-learning-vision-multimedia-and-industrial-iot:IMX8MPLUS NXP izcu104.MX8M Plus EVKhtml Xilinx Zynq UltraScale+ MPSoC ZCU104 Evaluation Kit]. The results achieved are also compared to the ones produced by the i.MX8M-powered platform platforms that was were considered previouslyin the [[ML-TN-001_-_AI_at_the_edge:_comparison_of_different_embedded_platforms_-_Part_1#Articles in this series|previous articles of this series]].