Eye On Intelligence Challenge

Project Phases	Dates
Application Period	17th June 2024
Application Deadline	16th August, 2024
Applicants Selected	26th August, 2024
Extra Credit Blogs Due	17th November, 2024
Final Summary Blog Due	18th November, 2024
Winners Announced	November, 2024
Prizes Shipped	November, 2024

Welcome to

In this competition, challengers are tasked to build an AI-powered, FPGA Machine Learning project. This is an opportunity for you to hone your embedded vision skills, utilizing a development kit based on the AMD Zynq-7000^TM SoC devices.

Our official challengers will be announced shortly! Unofficial challengers can still participate by purchasing the kit separately to win great prizes.

Forum - Thread List

Discussion

Arty-Z7-20 board sneak path

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0 replies

Started 3 months ago
by rsc
Discussion

Eye on Intelligence Strategy to Win a Big Prize

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1 reply

Latest 3 months ago
by yesha98

Blog - Post List

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