Blog

Person Detection with yolo #5 Eye on With USB Camera in Pynq Virtual Environment

fyaocn

#5 Eye on With USB Camera in Pynq Virtual Environment Table of Contents 1 Image Process and Video Capture with USB camera 2 Test Pynq I2C overlay with Pmod ALS light sensor 3 USB camera for Video and Image 4 Yolo and Person Detection 5 Summary 1 ...
- 15 Nov 2024
Person Detection with yolo #4 Pynq Virtural Environment

fyaocn

#4 Pynq Virtural Environment Table of Contents 1 Pynq is virtual environment 2 Arty Z7 and pynq overlay 3 Pynq setup in Arty Z7 4 iPython and coding 5 Summary 1 Pynq is virtual environment Pynq is clever designed to support&nbsp...
- 14 Nov 2024
Person Detection with yolo #3 Vitis AI and DPU behind Arty Z7

fyaocn

#3 Vitis AI and DPU behind Arty Z7 Table of Contents 1 DPU behind Arty Z7 2 Vitis AI to DPU 3 Go deep into DPU 4 Model for DPU 5 Summary 1 DPU behind Arty Z7 Vitis AI is Integrated Development Environment that fasilating ML deve...
- 13 Nov 2024
Person Detection with yolo #2 Software-->from Vivado to Vitis to Petalinux

fyaocn

#2 Software-->from Vivado to Vitis to Petalinux Table of Contents 1 Diversity software toolsets 2 Getting start with Vivado 3 Getting to Vitis 4 Build Petalinux Projects 5 Three Pathway to Eye Intelligence in Arty...
- 7 Nov 2024
Person Detection with yolo #1 Vision AI with Arty Z7 for Person Detection

fyaocn

#1 Vision AI with Arty Z7 for Person Detection Table of Contents 1 Description of Person Detection with yolo 2 Vision AI with Arty Z7 3 Arty Z7 and USB camera 4 Unboxing with out-of-factory Image 5 Challenges and O...
- 6 Nov 2024
Eye On Intelligence Challenge - a Birds-Eye view - Tensorflow and Hummingbirds

rsc

Tensorflow: After spending many hours trying to shuffle and reformat the bird database into something that Tensorflow would be happy with, I gave up. I found another bird database that already had each .jpg file sized the same, and all the imag...
- 4 Nov 2024
Blog #4: CNN HW Accelerator for Handwriting Recognition - Neural Network Architecture for Handwritten Digit Recognition

yesha98

Hardware Architecture of the Neural Network A DMA feeds the neural network's input using the AXI Stream protocol. This protocol is very efficient in handling large data using a simple handshake, as depicted below. The figure above shows the ba...
- 4 Nov 2024
Z7_Color_AID Blog #3: PYNQ Framework: Library and Overlay

flyingbean

Table of Contents PYNQ Framework Brief Learning PYNQ Overlay from Supported IPs, PS/PL Interface and PL Control A Simple PYNQ Overlay Project Journey Future Path on PYNQ/Z7_Color_AID Project References PYNQ Framework Brief PYNQ includes major com...
- 4 Nov 2024
Blog 4 - FruitVision Scale - FPGA-Based HX711 Driver for Precision Weighing with AMD PYNQ

javagoza

Introduction In my previous blog for the Eye On Intelligence Design Challenge, I used the Zynq analog-to-digital converter (XADC) to sample the analog signal from a Wheatstone bridge load cell, amplified with an AD8226 instrumentation amplifier. The ...
- 1 Nov 2024
Blog #3: CNN HW Accelerator for Handwriting Recognition - Defining the Neuron for Handwritten Digit Recognition

yesha98

Defining the Neuron Weighted Sum and Bias For a neuron in a given layer, the output before activation (also known as the pre-activation value) is calculated as follows: Activation Function Application After computing the weighted sum z, the neuron a...
- 1 Nov 2024
ADAS and Vehicle Monitoring System - 4G, Video Streaming, Canbus Integration

vmate

In this blog, I'll go through setting up the communications hardware, and software setup for video streaming and data logging. Internet Connectivity I decided on using an EM7455 WWAN card, typically used in laptops, to provide the system with in...
- 31 Oct 2024
Blog #2: CNN HW Accelerator for Handwriting Recognition - Introduction to CNN for Handwritten Digit Recognition

yesha98

Background For handwritten digit recognition, Convolutional Neural Networks (CNNs) are the most effective type of neural network, as they excel at identifying patterns and spatial hierarchies in image data. CNNs have become the standard approach, esp...
- 30 Oct 2024
Blog 5 - Petalinux base implementation.

pandoramc

A good way to work is to use of an Operating System. In this case, the platform provided by AMD is a distribution called Petalinux. For a general purpose computing systems there are no problems selecting distributions or wide range of processors avai...
- 27 Oct 2024
Blog 4 - Async processing

pandoramc

Many computer architectures contains more than a processor, consequently, the developer must change the programming perspective in order to use each available resource in the platform. This time, the XC7Z020 SoC has a Dual-core ARM Cortex-A9 in the H...
- 22 Oct 2024
Z7_Color_AID Blog #2: Reproduce PYNQ Image on Ubuntu 20.04

flyingbean

Table of Contents Motivation to Rebuild Pynq_Z1 Image Rebuild Pynq_Z1 image Test Rebuilt Pynq_Z1_v3.0.1 Image Future Path on PYNQ/Z7_Color_AID Project References Motivation to Rebuild Pynq_Z1 Image Porting a supported PYNQ platform from PYNQ gith...
- 21 Oct 2024
Sign Language Interpreter Blog 1: Project Overview and Kit Unboxing

cbohra00627

IntroductionI participated in The Eye on Intelligence challenge hosted by Element14 and luckily got selected as an official challenger. I have background in VLSI and like to play with Electronics items and boards in my free time. For this chall...
- 19 Oct 2024
Blog #4: Third Eye for Blind - Object Detection using ZYNQ DPU and YOLOv3

taifur

My project "Third Eye for Blind" is based on object detection. So, what is object detection? Object detection is a computer vision technique that allows us to identify and locate objects in an image or video. With this kind of identificatio...
- 16 Oct 2024
Blog 3 - FruitVision Scale - Weighing strategies with load cells using the Digilent Arty Z7

javagoza

Introduction This is my third entry in The Eye on Intelligence design challenge. In the previous two, I introduced the Digilent Arty Z7 development board and the PYNQ development framework. PYNQ enables the creation of designs in adaptive computing e...
- 16 Oct 2024
Blog Post 1 : Eye On Intelligence Challenge - The Problem Statement

aswinvenu

Introduction Running is one of the world most popular and favorite activity for maintaining fitness. The sport involves both aerobic and anaerobic metabolism in different proportions. It is estimated that total of 621Million people...
- 15 Oct 2024
Z7_Color_AID-Blog#01: First Impression of PYNQ on Arty-Z7-20

flyingbean

Table of Contents Arty-Z7-20 OOB Resources to Learn PYNQ Framework Bring Arty-Z7-20 Up into Running References Arty-Z7-20 OOB It is my first time to use PYNQ on AMD® FPGA platform. I did try to deploy PYNQ on Digilent MiniZed last year....
- 13 Oct 2024
Eye On Intelligence Challenge - a Birds-Eye view - Bird Database

rsc

I missed some time on this project because of travel for work, but I'm back and ready to proceed.... There are several bird databases available for training the ML model so I'm not going to try and make my own. These are some of the ones I fo...
- 11 Oct 2024
Blog #3: Third Eye for Blind - How to Make and Modify a PYNQ Overlay

taifur

In my second blog, I discussed the ZYNQ SoC and PYNQ overlay in detail. I also controlled the onboard LEDs of the Arty Z7 board with the onboard buttons and switches using the base overlay. At the beginning of this blog, I will show how I made a simp...
- 11 Oct 2024
Blog 3 - Custom IP implementation

pandoramc

The IP catalog is really wide in terms of logical blocks with AXI interface for system integration with the Hard Processor (Zynq7) or Soft Processor (Microblaze V). In the last blog, an AXI GPIO was integrated to share data between the HP and the Pro...
- 10 Oct 2024
Timeline Reminder and Extra Credit Blogs Due Date - The Eye on Intelligence

rscasny

Hi All. This is just a reminder of the timeline for The Eye on Intelligence Challenge Extra Credit Blogs Due 17th November, 2024 Final Summary Blog Due 18th November, 2024 Winners Announced November, 2024 Prizes Shipped November, 2024 I took a quic...
- 9 Oct 2024
Blog 2 - Hard Processor interface with Programmable Logic

pandoramc

Sometimes it is neccessary to use of soft components in order to meet specific processing tasks. In this scenario, the interface with the RGB Leds and buttons for data capture and software based behavior synthesis is implemented to test an AXI perip...
- 7 Oct 2024