Detect Home Intruders with OpenCV and Gradio

📚 Blog post Link: learnopencv.com/moving-object-detection-with-openc… 📚 Check out our FREE Courses at OpenCV University : opencv.org/university/free-courses/ Welcome to LearnOpenCV! In this tutorial, we're going to build a web app that can detect home intruders using OpenCV and Gradio. You don’t need advanced hardware; a basic computer or an edge device like Raspberry Pi will do just fine! What You’ll Learn: Setting up your development environment and downloading the necessary starter code. Using OpenCV for background subtraction and contour detection to identify moving objects. Applying thresholding techniques and morphological operations to clean up the video output. Creating bounding boxes around detected objects and saving the result. Building a Gradio web app to deploy your intruder detection model tool for real-time use. Steps to Follow: Download the starter code by clicking on the article link in the description. Follow along as we set up a video capture, perform background subtraction, and process video frames for intruder detection. See how to deploy your model on a web app using Gradio, making it accessible from anywhere. 📘 Further Learning: Check out the videos that been referenced in this video: Image Thresholding in OpenCV -    • Image Thresholding in OpenCV   Contour Detection Using OpenCV -    • Contour Detection using OpenCV: A Com...   Reading & Writing Videos Using OpenCV -    • Reading and Writing Videos using OpenCV   📺 Liked this tutorial? Tell us in the comments what you want to learn next and subscribe for more tutorials! 🔗Resources: 🚀 Join Us - 🖥️ On our blog - learnopencv.com/ we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses You have an opportunity to join the over 10K+ (and counting) researchers, engineers, and students that have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖 opencv.org/university/courses/ #️⃣ Connect with Us #️⃣ 📝 Linkedin: www.linkedin.com/in/satyamallick/ 📱 Twitter: twitter.com/LearnOpenCV 🔊 Facebook: www.facebook.com/profile.php?id=100064001437329 📸 Instagram: www.instagram.com/learnopencv/ 🔗 Reddit: www.reddit.com/user/spmallick 🔖Hashtags🔖 #OpenCV #MovingObjectDetection #HomeSecurity #ComputerVision #Gradio #DIYSecurity #TechTutorial #IntruderDetection #LearnOpenCV #PythonProgramming #VideoProcessing #AI #TechInnovation #Coding

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