GitHub

NNgen.github.io /tutorial-ultra96v2-pynq

This tutorial provides to the basic development flow for a NNgen-based DNN acceleration system on Ultra96 v2 and PYNQ. python: 3.7.7 nngen: v1.3.0 veriloggen: 1.8.2 pyverilog: 1.2.1 Pillow: 7.1.2 onnx ...
GitHub

YOLO-on-PYNQ-Z2

This project consists on implementing a YOLOv3 object detector on a PYNQ-Z2 PLD, making use of the Zynq-7020 to accelerate the inference and provide accurate results. In the end, the user should be ...
Electronic Specifier

Learn how to program SoCs with PYNQ

Xilinx Zynq SOC’s (System on Chip) combine the benefits of microprocessors like Raspberry Pi, microcontrollers like Arduino, and FPGA programmable logic. Integrating all these components in a single ...
IEEE

FPGA-Based Hardware Acceleration Using PYNQ-Z2

Abstract: A study on the FPGA development board PYNQ-Z2 for hardware acceleration is presented in this research paper. The experiment accelerates the tasks of optical character recognition (OCR) and ...