PYNQ FPGA Development with Python Programming & VIVADO
What you'll learn
- PYNQ Development Flow
- Implementing Face Recognition with PYNQ FPGA
- Image and Video Processing with PYNQ FPGA and Python Library
- Creating Custom Overlay for PYNQ on VIVADO
- Machine Learning Algorithm Implementation on PYNQ
- Installing Tensorflow on PYNQ and Implementing Neural Network on PYNQ
- Python Programming with Jupyter Interface on Internet Browser
Description
PYNQ (Python+Zynq), An FPGA development platform from Xilinx is an Open Source FPGA development platform. This Course covers from the Architecture of PYNQ (Zynq 7000), PYNQ Development Flow, Basic GPIO interfacing with PYNQ FPGA, Image Processing with PYNQ, using PYNQ libraries as sci_pi, OpenCV, Installing Tensorflow on PYNQ,Machine Learning with Pynq, Neural Network Implementation on PYNQ, Creating Custom PYNQ Overlay on Xilinx VIVADO .
After completing this course you will also know about the Acceleration methodology on the PYNQ Development Platform. Another important section of this course is Implementation of Machine Learning Algorithms on Python for Image Processing and other projects. We will implement Artificial Neural Networks (ANN) algorithms as CNN, BNN and other Neural Networks for real time projects as Number Plate Recognition, Face Recognition etc.
At the another section we will have sessions on "How to design Overlay system with VIVADO for PYNQ FPGA". This session is based on the VIVADO HLS & IP integrator for creating custom Overlay.
Who this course is for:
- Electrical Engineering
- Computer Science
- Hardware Design Enthusiast
Course content
- Preview13:54
- Preview11:52
- 04:59Section 1 PYNQ Boards & Accessories [Demo]
- 04:18PYNQ-Z2 Unboxing and Demo [Optional]
Instructor
![Digitronix Nepal](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 3.5 Instructor Rating
- 864 Reviews
- 11,540 Students
- 10 Courses
Digitronix Nepal is an FPGA Design Company. As of the initiative of "Democratizing FPGA Education all over the World", Digitronix Nepal have partnered with LogicTronix for creating online learning courses and tutorials on "FPGA, VHDL/Verilog, High Level Synthesis (HLS), MATLAB/System Generator, SDAccel, SDSoC, Pynq Development, etc."
Digitronix Nepal believes that with the "Ultra Low Cost and FREE Courses" on FPGA Design enthusiast from any country can learn and explore on the Field of FPGA Design and grab opportunities on this field.