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Develop an AI-powered traffic sign detection system using YOLOv7 that identifies and classifies various traffic signs in real-time from live video feeds or recorded footage.
Intermediate-level. Certificate included.
Startups
Microsoft
NVIDIA
By the end of this course, you'll have the skills to land your first computer vision job or freelance clients.
Understand how AI recognizes and classifies traffic signs for intelligent transport systems.
Use Python with OpenCV and Convolutional Neural Networks (CNNs) to train and detect traffic signs.
Build a real-time system that detects and identifies traffic signs from live video input.
Save recognized traffic sign data with timestamps into a database for analysis or reporting.
Create a user interface to show live detection results and traffic sign info clearly.
Finish the course and receive a verified certificate of success.
Muhammad Yaqoob is the founder of Tentosoft Pvt Ltd and a seasoned Computer Vision expert. With 10+ years of experience and over 5,000+ students taught globally, he brings deep industry knowledge and a passion for practical, hands-on learning.
8 weeks of comprehensive training with 50+ lessons and 10+ hours of content
Blockchain is a shared immutable ledger that facilitates the process of recording transactions and tracking assets across a business network. A Blockchain is a distributed database, which is shared over a computer network.
Course Introduction and Features
Detect traffic signs
Useful in smart vehicles
Master the fundamentals of color theory and typography to create visually appealing and accessible designs. Learn how colors affect user emotions and behavior.
Installing Python
VS Code Setup for Python Development
Learn essential user research techniques and wireframing methods to create user-centered designs. Master the art of understanding user needs and translating them into effective wireframes.
Google Colab Setup
No install needed.
Ideal for AI projects
Master Figma from basics to advanced features. Learn to create professional designs, prototypes, and collaborate effectively with your team using industry-standard tools.
Packages Installation
Prepare coding environment
Ready system for AI tasks
Quick setup process
Explore common UI design patterns and learn when and how to apply them effectively. Understand the principles behind successful interface designs.
Dataset Preparation
Label objects clearly
Ready data for training
Learn to create interactive prototypes and meaningful animations that enhance user experience. Master the art of bringing your designs to life.
Simplify main code
Draw boxes on signs
Support detection logic
Learn how to conduct effective user testing sessions and iterate on your designs based on real user feedback. Master the continuous improvement process.
Loss function
Tune model performance
Track learning progress
Build a stunning portfolio that showcases your skills and learn how to present your work effectively to land your dream design job.
EfficientNet-B0 Model Implementation Info
Lightweight and fast.
Ideal for mobile apps
Is This Course Right for You?
Kickstart your AI journey with structured, hands-on learning.
Build a portfolio that recruiters can't ignore.
Add powerful AI/CV features to your apps and software.
Upskill for higher-paying, future-ready tech roles.
Build Smarter, more intelligent applications.
Transition into AI even with zero background.
One-time payment for lifetime access to all course materials and updates
Get hands-on experience with real-world projects designed to sharpen your technical skills and build your confidence. Each project is crafted to help you apply concepts practically, write cleaner code, and prepare for real developer challenges.
Highly recommended for small teams who seek to upgrade their time & perform.
₹ 6720 inclusive of GST ₹ 13999
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Get full project code for 20+ real-world applications – build, customize, and learn hands-on with working solutions.
Join weekly live Q&As to resolve queries and deepen your understanding with real-time support
Enhance your confidence with communication tips, resume builder templates, and personal branding guides tailored for tech careers.
Get feedback, share wins, and grow with other learners in a safe and supportive environment.
Enroll today to claim all bonuses before the offer expires!
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