Object Detection using Python | OpenCV + Deep Learning | AI Computer Vision Project + Source Code
🚀 Welcome to this hands-on project on Real-Time Object Detection using Python, OpenCV, and Deep Learning!
In this video, you’ll learn how to build an AI-powered Object Detection System step by step — perfect for your final-year project or portfolio in Computer Vision and Artificial Intelligence.
👉 By the end of this tutorial, you’ll learn how to:
✅ Detect and classify multiple objects in real-time using Deep Learning
✅ Use OpenCV, TensorFlow, and YOLO/SSD models for detection
✅ Integrate a pre-trained model and visualize bounding boxes on live video
✅ Build a fully functional Object Detection Project in Python
✅ Save, analyze, and test your results with real-world data
🧩 Tech Stack Used:
🔹 Python
🔹 OpenCV
🔹 TensorFlow / Keras
🔹 Deep Learning & Computer Vision
🔹 Pre-trained COCO Dataset
💡 Why Watch This?
If you’re learning AI, ML, or Computer Vision, this project is a great way to master real-time processing, model deployment, and Python automation. Perfect for students, developers, and AI enthusiasts!
🕒 Object Counting with YOLOv7 Project Timeline
00:00 - 00:45 → Introduction and Project Outcome
00:46 - 01:45 → Overview of Object Detection and YOLOv7 Algorithm
01:46 - 02:50 → Required Libraries and Tools (time, os, cv2, torch, numpy, etc.)
02:51 - 03:45 → Understanding Model Weights and Input Sources (Image/Video)
03:46 - 05:00 → Preparing and Loading YOLOv7 Model for Inference
05:01 - 06:30 → Processing Input (Image/Video/Camera) and Preprocessing Steps
06:31 - 07:45 → Inference Pipeline: Bounding Boxes, Class Names, and Confidence Scores
07:46 - 08:50 → Applying Non-Maximum Suppression and Visualizing Results
08:51 - 09:45 → Implementing Real-Time Detection with Video and Camera Feeds
09:46 - 10:20 → Building a GUI with Tkinter for User-Friendly Interaction
10:21 - 11:11 → Running the Application, Demo, and Conclusion
🎓 Want this full project (source code + dataset + documentation) AND 21 more Computer Vision projects with certificate?
👉 Unlock everything here → [ https://www.udemy.com/course/computer... ]
🔥 Limited-time deal active. Check the price before it ends!
📌 Don’t forget to:
👍 Like
💬 Comment
🔔 Subscribe for more AI & Python Projects!
#objectdetection #PythonProject #aimlproject #deeplearning #computervision #opencv #yolo #machinelearning #aiprojects #pythonai #techprojects #finalyearproject #scratchlearn
Auf dieser Seite können Sie das Online-Video Object Detection using Python | OpenCV + Deep Learning | AI Computer Vision Project + Source Code mit der Dauer stunde minuten sekunde in guter Qualität ansehen, das der Benutzer ScratchLearnEnglish 28 Oktober 2025 hochgeladen hat, den Link mit Freunden und Bekannten teilen, dieses Video wurde auf Youtube bereits 2,228 Mal angesehen und es wurde von 20 den Zuschauern gefallen. Viel Spaß beim Betrachtenden Zuschauern gefallen!
