Object Detection using Python | OpenCV + Deep Learning |Computer Vision Project + Source Code |Tamil
🚀 Welcome to this hands-on project on Real-Time Object Detection using Python, OpenCV, and Deep Learning!
In this Tamil explained (தமிழில் விளக்கப்படும்) tutorial, you will learn how to build an AI-powered Object Detection System step by step — perfect for your final-year project, portfolio, and real-world Computer Vision applications.
This video is specially useful for Tamil students learning AI, ML, and OpenCV.
👉 By the end of this tutorial, you will 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 video processing
Deep learning model deployment
Python automation
And it is highly useful for Tamil engineering students & final-year projects.
🕒 Object Detection with YOLOv7 – Project Timeline
00:00 - 00:45 → Introduction & Project Outcome
00:46 - 01:45 → Object Detection & YOLOv7 Overview
01:46 - 02:50 → Required Libraries & Tools
02:51 - 03:45 → Model Weights & Input Sources
03:46 - 05:00 → Loading YOLOv7 Model
05:01 - 06:30 → Input Processing & Preprocessing
06:31 - 07:45 → Inference: Boxes, Classes & Confidence
07:46 - 08:50 → Non-Maximum Suppression & Visualization
08:51 - 09:45 → Real-Time Video & Camera Detection
09:46 - 10:20 → GUI using Tkinter
10:21 - 11:11 → Final Demo & Conclusion
⭐ Get Full Source Code + 21 Computer Vision Projects (For Tamil Students)
🎓 Want this complete Object Detection project (source code + dataset + documentation) AND 21 more real-world Computer Vision projects with certificate?
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https://www.udemy.com/course/computer...
✅ Full source code
✅ 21 AI + CV Projects
✅ Project reports
✅ Datasets
✅ Certificate of Completion
✅ Lifetime access
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