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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
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Welcome to
Eye On Intelligence Challenge

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-7000TM SoC devices.

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

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Blog - Post List

  • Final Blog - Digital Image Porosity Enhancement

    pandoramc
    One of the critical factors in determining the quality of a material is the porosity present in it. In order to detect the porosity in the material based on image processing there is a wide catalog of heterogeneity detectors such as Canny or Laplacia...

  • EC Blog #4

    venkat01
    Visual Simultaneous Localization and Mapping [ VSLAM ] What is SLAM? SLAM (Simultaneous Localization and Mapping) is a sophisticated technological approach used in robotics and autonomous systems that enables devices to create and navigate through un...

  • EC Blog #3

    venkat01
    PMOD ALS [Ambient Light Sensor] The Pmod ALS is a sophisticated peripheral that converts ambient light into digital signals that an FPGA (Field-Programmable Gate Array) can process. It consists of two main components : 1. Vishay TEMT6000X01 Th...
  • Blog 5 - FruitVision Scale - Exploring Deep Learning Applications with AMD Zynq 7000

    Blog 5 - FruitVision Scale - Exploring Deep Learning Applications with AMD Zynq 7000

    javagoza
    Introduction In this blog post, I'll explore Deep Learning and quantization using the AMD Zynq 7000. I'm focusing on how these techniques can be applied to Computer Vision for my FruitVision Scale project. To do this, I'll use the Zynq 7000 and PYNQ....

  • Z7_Color_AID Blog #5: OpenCV on Zynq FPGA

    flyingbean
    Table of Contents OpenCV On Zynq FPGA Template Match for Bee Detection on Zynq Next Step of the Design Challenge References OpenCV On Zynq FPGA OpenCV is a great framework for image processing projects. Machine learning (ML) projects need to use ...

  • Blog #5: CNN HW Accelerator for Handwriting Recognition - Integrating the HW Accelerator as a PYNQ Overlay

    yesha98
    The PYNQ (Python Productivity for Zynq) Framework PYNQ overlays use a combination of .bit, .hwh, and optionally .tcl files to reconfigure the programmable logic (PL) on a Xilinx Zynq SoC and provide a seamless interface for Python-bas...

  • EC Blog #2

    venkat01
    Image Processing using the Zynq 7000 Series APSoC 1. Introduction In the era of digital technology, image processing has become an essential component across various applications, ranging from industrial automation and medical imaging to augmented re...

  • EC Blog #1

    venkat01
    Introduction Hello, and welcome to my first blog post for The Eye on Intelligence experimentation challenge! I am deeply honored to have been selected as a participant by element14, and I extend my heartfelt thanks to AMD for their invaluable support...