This article is a "tips and tricks" for running Azure IoT Edge on Raspberry Pi. Plus Raspberry Pi 4 Tips for cooling, USB 3, and Docker.
Use a DFRobot MiniQ chassis to create a robot that streams video over WiFi. It can be used to move around your house and spy on anything.
PYNQ is great for accelerating Python applications in programmable logic. Let's take a look at how we can use it with OpenMV camera.
This computer vision-based parking system makes vehicle parking process super easy.
Magia Transformo is a playful physical experience with digital augmentations.
Make your own hand command classifier and deploy on Edge AI device - Google AIY Vision kit.
This project uses a USB webcam, MATLAB and ThingSpeak to create a cloud based people counter.
This tutorial will take you through the steps required to get started on the WisCAM Linux Camera module from RAK Wireless.
Use a webcam and a Raspberry Pi 4 to extract information from QR codes and even make your own with Python
MyzharBot is a mobile robotic platform created to study algorithms for autonomous guide based on computer vision and AI
Adding some very basic natural language generation (NLG) to the Smart Eye for Your Pi!
Siamese Neural Networks trained using Triplet Loss to classify known and unknown faces.
Want to turn your Intel® NUC, or any Linux box running Ubuntu into an artificially intelligent, IoT connected CCTV hub? Check this out!
Use Nvidia GPU accelerated OpenVX to track a Tennis ball.
Teach your robot to find a path in a maze of traffic cones using the camera and state-of-the-art deep learning model.
PiTextReader allows someone with impaired vision to “read” text from envelopes, letters and other items using OCR & Text-to-Speech.
An Alexa voice-controlled, Lego robot that can read and turn pages of books for the visually impaired.
TCP controlled camera keeps tracked object in center of video.
Make an object tracking robot using Arduino and AI-powered vision sensor - HuskyLens.
Automatically detect boats and save video clips as they pass. Based on a Google AIY Vision Kit.
Play rock, paper, scissors with Mycroft and Clarifai.
Detect any thing at any time using a Camera Serial Interface Infrared Camera on an NVIDIA Jetson Nano with Azure IoT and Cognitive Services.
A 4 wheeled bot which can be trained to autonomously survey a known environment or can be controlled via a laptop or a phone!
We experiment with visual anomaly detection to develop techniques for reducing bandwidth consumption in streaming IoT applications.