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High Speed Open Source AI (CNN) on FPGAs - OnSemi AI Camera Kit

VHDPlus Learning

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  • Recommended by 2 people: 2 in engineering communities.
  • Linked in the descriptionleonbeier/OnSemi_CNN_Ultra
  • Made by the vendor. The company whose product it covers made or sponsored it.
  • May be out of date. The tools, versions or practices it shows have likely moved on.

Intermediate. Assumes working knowledge.

2.7K views3 years ago2 recommendations

HardwareAI and machine learningFPGAs and digital designComputer visionNeural networks and deep learning

VHDPlus demonstrates running a high-speed convolutional neural network for object detection on an FPGA using the OnSemi AI Camera Kit.

Buy the OnSemi AI Camera Kit Now: shop.vhdplus.com/product/ar0830-camera-kit/ The Example Project on GitHub: github.com/leonbeier/OnSemi_CNN_Ultra More on cameras: vhdplus.com/docs/community/camera/ If you want to work on FPGA projects in a team or work on Edge-AI, you can check out ONE WARE Studio: one-ware.com/studio Check out more information on vhdplus.com Download VHDPlus: vhdplus.com/docs/getstarted/#vhdp-ide Our Discord for help: discord.com/invite/NCN9VAh More Examples: github.com/search?utf8=%E2%9C%93&q=vhdplus Our Hardware: vhdplus.com/docs/components/overview

Why it's here

2 people recommend this

What people say. Recommended as an easy way to implement CNNs on small, low-power FPGAs.

u/leonbeierin r/FPGA • Recommends

Open Source CNN for FPGAs - Maybe somebody is interested as well
18View on Reddit

u/Runner0099in r/FPGA • Recommends

On “Final Year Project suggestion for ML on FPGA”

Hi, here exactly what you need :-) Camera in, to FPGA with CNN, then HDMI out (or via USB) You can contact VHDPlus and discuss the details. They are very open and supportive. link to this video
1View on Reddit

u/Runner0099in r/FPGA • Recommends

On “How tough is a project involving CNN implementation on FPGA? ”

Basically it's very easy when you use the right environment. See this youtube link: link to this video This young company VHDPLus implements AI/CNN into small Altera FPGA, high efficient, low power, and very cool. Forget all this oversized FPGA solutions on expensive boards. :-)
1View on Reddit