Real-Time Intrusion Detection using OpenCV & Deep Learning | Python + Source Code скачать в хорошем качестве

Real-Time Intrusion Detection using OpenCV & Deep Learning | Python + Source Code

🚀 Welcome to this hands-on project – Real-Time Intrusion Detection using OpenCV and Deep Learning! In this tutorial, you’ll learn how to build an AI-powered security system that can detect intrusions in real time using Python, OpenCV, and Deep Learning models. Whether you’re a student, developer, or AI enthusiast — this project will help you understand computer vision, object detection, and real-time video analytics used in modern security systems. 👉 By the end of this video, you’ll learn how to: ✅ Capture and process live video streams using OpenCV ✅ Detect and classify intruders using Deep Learning models (YOLO / CNN) ✅ Implement motion and object detection in real time ✅ Automate alerts when suspicious movements occur ✅ Integrate AI with Python for smart security monitoring ⚙️ Technologies & Tools Used: Python 🐍 OpenCV 👁️ TensorFlow / Keras 🤖 Deep Learning (CNN / YOLO) 🧠 Numpy, Pandas, Matplotlib Real-Time Video Feed Integration 💡 Why Watch This Video? This project is ideal for: 🔹 AI & Deep Learning beginners 🔹 Computer Vision enthusiasts 🔹 Final-year students building academic projects 🔹 Developers interested in smart surveillance & intrusion detection systems 🕒 Intrusion Detection System Project Timeline (Approx. 24 Minutes) 00:00 - 01:30 → Introduction and Project Overview (Intrusion Detection Importance, CCTV Security) 01:31 - 04:00 → Setting Up Project Environment and Folder Structure 04:01 - 07:00 → Installing Libraries and Importing Modules (Ultralytics, OpenCV, Tkinter, NumPy) 07:01 - 10:00 → Explanation of Input Videos, Polygon Coordinates, and Model Files 10:01 - 13:00 → Model Loading and Evaluation Setup (YOLOv8 Model for Person Detection) 13:01 - 16:30 → Video Frame Processing, Object Detection, and Sorting 16:31 - 20:00 → Intrusion Detection Logic: Region Monitoring and Time Thresholds 20:01 - 22:30 → GUI Implementation: Start/Stop Monitoring, Polygon Drawing, Log Display 22:31 - 24:00 → Running Demo Inputs, Final Outputs, Summary, and Closing Remarks 🎓 Want this full project (source code + dataset + documentation) AND 21 more Computer Vision projects with certificate? 👉 Visit here → [ https://www.udemy.com/course/computer... ] 💬 Don’t forget to LIKE 👍, SHARE 🔁, and SUBSCRIBE 🔔 for more AI & Python projects! 🧠 Stay tuned for more tutorials on Computer Vision, Machine Learning, and IoT-based AI Systems. #intrusiondetection #aiprojects #pythonprojects #deeplearningproject #computervision #opencv #machinelearning #artificialintelligence #smartsecurity #yolov8 #aiproject #pythonai #scratchlearn