hls code zynq 7020 pynq z2 CNN

Binary classification of images with a CNN developed for the Zynq-7000 SoC XC7Z020-1CLG400C FPGA available on the PYNQ-Z2 board

Hardware-accelerated CNN on Xilinx Zynq-7020 FPGA for real-time Person/Object detection. Built with Vitis HLS, Vivado & PYNQ — no Vitis AI, no FINN.

Hardware-accelerated CNN inference on PYNQ-Z2 with Xilinx Zynq-7000 SoC. Arm Cortex-A9 handles preprocessing/control, FPGA accelerates convolution and fully connected layers via Vitis HLS. A 3-layer CNN achieves 105 FPS on 100 test images, outperforming CPU-only execution while balancing accuracy, resource use, and latency in edge AI.