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174 computer vision projects

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  • AI & Machine Learning
Intellio Obstacle Avoider using OpenCV and PictoBlox Python

Learn to build and program a Quarky Intellio Obstacle Avoider Robot using PictoBlox Python and OpenCV.

Intellio Obstacle Avoider using OpenCV and PictoBlox Python

STEMpedia
15
AMD ECS - Deploying & Profiling AI Models with VitisAI 6.x

Deploying and Profiling AI Models with AMD Vitis AI 6.3 and 6.2 for Versal.

AMD ECS - Deploying & Profiling AI Models with VitisAI 6.x

LogicTronix [FPGA Design + Machine Learning Company]
10
AMD ECS 2026: Exploring Key Technical Sessions

We are sharing some highlights from the specific sessions that caught my attention at AMD ECS 2026.

AMD ECS 2026: Exploring Key Technical Sessions

LogicTronix [FPGA Design + Machine Learning Company]
19
ESP32-CAM Smart Bin: AI Waste Sorting with Gemini

A standalone smart bin that photographs each item, asks Gemini to classify it, and sorts it with a servo.

ESP32-CAM Smart Bin: AI Waste Sorting with Gemini

Shawn Lee Yen Zheng
36

This guide provides detailed instructions for targeting the Xilinx Vitis-AI 1.4 flow for Avnet Vitis 2021.1 platforms.

Vitis-AI 1.4 Flow for Avnet VITIS Platforms

Mario Bergeron
11K
Easily Compiling OpenCV in Raspberry PI

Are you having problems in compiling OpenCV in Raspberry PI? Here you can learn how to do it easily.

Easily Compiling OpenCV in Raspberry PI

Pedro Henrique Fonseca Bertoleti
8.7K
Sipeed Maix-II SoM and Devboard for AI/IoT/Machine Learning

Linux, Python 3.8.5, ResNet18 at 20 FPS - Jetson Nano alternative for 7.9 USD?

Sipeed Maix-II SoM and Devboard for AI/IoT/Machine Learning

Dmitry Maslov
5.7K
TIDL on BeagleBone AI

Texas Instruments Deep Learning API and examples ported onto BeagleBone AI's default Debian distribution image and mjpg-streamer filters.

TIDL on BeagleBone AI

3 members
19K
TensorFlow Object Detection with Home-Assistant

Get started with TensorFlow object detection in your home automation projects using Home-Assistant.

TensorFlow Object Detection with Home-Assistant

Robin Cole
30K
Simple Lane Detection

A simple lane detection system I had developed a while back.

Simple Lane Detection

kemfic
35K
Linux Development on the Kria KV260 with PetaLinux 2021.2

This project walks through the build of an embedded Linux image for the Kria KV260 Vision AI starter kit using PetaLinux 2021.2

Linux Development on the Kria KV260 with PetaLinux 2021.2

Whitney Knitter
8.7K

Use a webcam and a Raspberry Pi 4 to extract information from QR codes and even make your own with Python

Scan QR Codes in Real-Time with Raspberry Pi

Evan Rust
69K

Xilinx just announced Kria™, their newest product portfolio. This project takes a sneak peek at the adaptive and production ready SOM.

Introducing Xilinx Kria™ for Vision AI Applications

Mario Bergeron
9.9K
Getting Started with the Kria KV260 AI Vision Kit

This project walks through the out-of-the-box capabilities of the Kria K260 SoM development kit.

Getting Started with the Kria KV260 AI Vision Kit

Whitney Knitter
13K
aXeleRate - Keras-Based Framework for AI on the Edge

Train your machine learning models in Google Colab and easily optimize them for hardware accelerated inference!

aXeleRate - Keras-Based Framework for AI on the Edge

Dmitry Maslov
2.4K

This guide provides detailed instructions for targeting the Xilinx Vitis-AI 2.0 flow for Avnet Vitis 2021.2 platforms.

Vitis-AI 2.0 Flow for Avnet VITIS Platforms

Mario Bergeron
8.6K

When Xilinx launched Kria™, they also provided a method for quickly deploying apps. This project takes a look at creating a custom app.

Creating a Custom Kria App

Mario Bergeron
6.1K
KV260 BIST Tutorial - Recreating with VIVADO/Vitis 2025.1

Recreating the BIST app on 2025.1 for Kria Vision Kit.

KV260 BIST Tutorial - Recreating with VIVADO/Vitis 2025.1

LogicTronix [FPGA Design + Machine Learning Company]
1.4K
Ultra96 Facial Recognition Deadbolt Using PYNQ

The title says it all! This project uses OpenCV and a convolutional neural network in PYNQ on an Ultra96 V2 to create a smart lock.

Ultra96 Facial Recognition Deadbolt Using PYNQ

Julian Bartolone
5.8K
Introduction to Xilinx Kria AI Smart Camera Applications

This project looks at Xilinx Kria SOM Vision AI Smart Camera Application evalution on Windows machine.

Introduction to Xilinx Kria AI Smart Camera Applications

Baha Hashimi
2.6K

This project is a Getting Started Guide to controlling a robot with hand signs that was presented in our Webinar series for ZUBoard.

Controlling Robots with ZUBoard

Mario Bergeron
2.5K
AIY - Smart Doorbell

Push the arcade button to ring "the doorbell" and take a photo -then review on Google Cloud. Adding Vision enables powerful prototyping!

AIY - Smart Doorbell

Liz Myers
2.4K
Benchmarking the Kria KV260 AI Vision Starter Kit

This project demonstrates the Kria SoM's performance benchmarks and how to validate them.

Benchmarking the Kria KV260 AI Vision Starter Kit

Whitney Knitter
5.2K
Getting Started with the M5StickV AI + IOT Camera

The M5Stick-V is an AIOT (AI + IOT) camera with machine vision capabilities.

Getting Started with the M5StickV AI + IOT Camera

Nurgaliyev Shakhizat
15K
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