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Image Processing is often referred to as โ€˜Digital Image Processingโ€™ and the domain where it is commonly used is โ€˜Computer Visionโ€™. Make no mistake โ€“ weโ€™ll discuss these two terms and how they relate. Both the Image Processing algorithm and the Computer Vision (CV) algorithm take pictures as input; however, in image processing, the output is also an image, whereas in the computer vision output there can be some features/information about the image. Thereโ€™s one that we use the most, the Open CV library.

This video shows how to install OpenCV on Raspberry Pi 4B.

๐Ÿ“ Tutorial
https://tutorial.cytron.io/2020/06/05/installing-opencv-on-raspberry-pi-4b

๐ŸŽฅ Video
https://youtu.be/OugQIz_vcFo
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#RaspberryPi
#OpenCV
Last week we already shared with you on how to install OpenCV on Raspberry Pi.

This week, we shared a step by step on how to detect a face on an image captured by Raspberry Pi Camera using OpenCV and Python 3 on Raspberry Pi.

๐Ÿ“ Tutorial
https://tutorial.cytron.io/2020/06/12/face-detection-on-pi-camera-image-using-opencv-python3-on-raspberry-pi

๐ŸŽฅ Video
https://youtu.be/hCGGKNqFO3w
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#RaspberryPi
#OpenCV
#FaceDetection
OPENCV TEMPLATE MATCHING ON RASPBERRY PI 400.

Template matching is a technique in digital image processing for finding small parts of an image that match a template image. It can be used in manufacturing as a part of quality control, or as a way to detect edges in images and many more.

In this video, I'm using OpenCV template matching to find and count the Raspberry Pi logo on the cover image.

๐ŸŽฅ Video
https://www.youtube.com/watch?v=GCZgwcEg36A

๐Ÿ“ Tutorial
https://tutorial.cytron.io/2020/11/06/opencv-template-matching-on-raspberry-pi-400/

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#imageprocessing #OpenCV #RaspberryPi400 #KeyboardComputer
FACE RECOGNITION DOOR LOCK SYSTEM USING OPENCV ON RASPBERRY PI.

Face recognition door lock system is capable of making decisions based on facial recognition technology. The system uses a webcam and a Raspberry Pi. It is capable of performing facial recognition on its own such as face detection, features extraction, and face recognition using OpenCV libraries.

Watch this video to create your own Face Lock System Using Raspberry Pi.

๐ŸŽฅ Video
https://youtu.be/BmzRB2z45a8

๐Ÿ“ Tutorial
https://tutorial.cytron.io/2020/11/26/face-recognition-door-lock-system-using-opencv-on-raspberry-pi/

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#imageprocessing #OpenCV #RaspberryPi
Face Detection on Raspberry Pi 4 using OpenCV and Camera Module

Face detection is a fundamental tool in various applications, such as security systems and surveillance. By learning how to create a face detection system using the Raspberry Pi 4 and OpenCV, you'll acquire valuable skills that can be applied across a wide range of projects. Join us in this easy tutorial to learn more.

๐ŸŽฅ Video: https://youtu.be/DLgwrDr0sMU

๐Ÿ“„ Tutorial: https://my.cytron.io/tutorial/face-detection-on-raspberry-pi4-using-opencv-and-camera-module

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โƒ Raspberry Pi SBC: https://t.me/raspberrypieducationmy/1777
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Alhamed
Cytron Technologies
#raspberrypi #opencv #face_detection #python3
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Tutorial | License Plate Recognition with Raspberry Pi 5

Unlock the potential of computer vision by creating your very own license plate recognition system using the powerful Raspberry Pi 5! You'll learn to leverage libraries such as OpenCV and Tesseract OCR for image processing and text recognition.

๐Ÿ“„ Tutorial: https://my.cytron.io/tutorial/car-plate-recognition-pi5

#RaspberryPi5 #PiCamera #OpenCV #TesseractOCR
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Tutorial | ๐Ÿค– Face Recognition Using OpenCV on Raspberry Pi 5

Want to build your own smart security system? ๐Ÿ” This tutorial shows you how to use OpenCV and your Raspberry Pi 5 to detect and recognize faces! ๐Ÿคฏ Learn how to capture images, detect faces, and even train your model to recognize specific individuals. Get started with this exciting project today!

๐Ÿ“„ Click HERE to learn more!

#RaspberryPi #OpenCV #FaceRecognition #AI #ComputerVision
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Tutorial | ๐Ÿ•ต๏ธโ€โ™€๏ธ Face Detection on Raspberry Pi 5 with OpenCV ๐Ÿ•ต๏ธโ€โ™€๏ธ

Want to build your own face detection system? ๐Ÿคฏ This tutorial shows you how to use OpenCV on the powerful Raspberry Pi 5 to recognize and track faces in real-time! ๐Ÿค– Learn how to configure the camera, write Python scripts, and get your system up and running. โšก๏ธ

๐Ÿ“„ Click HERE to learn more!

#raspberrypi #opencv #facedetection #python #iot
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Tutorial | ๐Ÿค– Face Recognition Using OpenCV on Raspberry Pi 5

Want to build your own smart security system? ๐Ÿ” This tutorial shows you how to use OpenCV and your Raspberry Pi 5 to detect and recognize faces! ๐Ÿคฏ Learn how to capture images, detect faces, and even train your model to recognize specific individuals. Get started with this exciting project today!

๐Ÿ“„ Click HERE to learn more!

#RaspberryPi #OpenCV #FaceRecognition #AI #ComputerVision
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Tutorial | AI-powered finger counting using Raspberry Pi ๐Ÿ–๏ธ๐Ÿค–

Unleash the power of AI and Raspberry Pi to create a real-time finger counting system! This project uses OpenCV and MediaPipe to detect hands, track fingers, and accurately count raised fingers. Perfect for gesture control, AI-driven applications, and making your projects a little more...handy ๐Ÿ˜‰

Ready to dive in and build your own AI-powered finger counter? Follow our step-by-step guide!

๐Ÿ”— Click HERE to learn more!

#RaspberryPi #AI #OpenCV #MediaPipe #GestureControl
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Tutorial | Animal Recognition using OpenCV on Raspberry Pi 5

Ever wanted to build your own wildlife monitoring system? ๐ŸŒณ Now you can with our latest tutorial! Learn how to create a smart, real-time animal detection system using the powerful Raspberry Pi 5 and OpenCV. ๐Ÿพ Identify different species and monitor animal activity with ease! ๐ŸฆŒ๐ŸฆŠ๐Ÿฆ‰ Get ready to unleash your inner techie and build something amazing.

๐Ÿ”— Click HERE to learn more!

#RaspberryPi #OpenCV #AnimalRecognition #ComputerVision #AI
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Tutorial | ESP32 Hand Gesture Control with Mediapipe and OpenCV ๐Ÿ‘‹๐Ÿค–

Level up your electronics and computer vision skills with this awesome project! ๐Ÿš€ Control LEDs on an ESP32 with nothing but your hand gestures and a webcam! ๐Ÿ–๏ธ๐Ÿ’ป This tutorial is the perfect blend of hardware and software, making learning fun and interactive. โœจ

๐Ÿ”— Click HERE to learn more!

#ESP32 #Mediapipe #OpenCV #HandGestureControl #IoT
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Tutorial | Hand Gesture-Controlled OjanBot (Python + OpenCV) ๐Ÿ‘‹๐Ÿค–

Ever dreamt of controlling robots with just a wave of your hand? ๐Ÿ–๏ธโœจ Now you can! This project uses your laptop's webcam, AI magic (MediaPipe & OpenCV), and Wi-Fi communication with your ESP32 OjanBot to make it happen! Imagine the possibilities! ๐Ÿคฏ

Learn how to control your OjanBot robot with intuitive hand gestures. Get ready to code, connect, and command! ๐Ÿ’ป๐Ÿ”Œ

๐Ÿ”— Click HERE to learn more!

#OjanBot #Python #OpenCV #RobotControl #AI
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