YOLO-NAS The Ultimate Course for Object Detection & Tracking

YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 12+ Projects, Streamlit Apps
4.19 (53 reviews)
Udemy
platform
English
language
Data Science
category
instructor
YOLO-NAS The Ultimate Course for Object Detection & Tracking
388
students
13.5 hours
content
Jan 2024
last update
$13.99
regular price

Why take this course?

🎉 Master Object Detection with YOLO-NAS: Your Journey to AI Mastery Starts Here! 🚀


Course Overview:

Dive into the world of advanced object detection and tracking with our comprehensive "YOLO-NAS: The Ultimate Course for Object Detection & Tracking"! This course is your ticket to mastering YOLO-NAS, the cutting-edge object detection model that harnesses the power of Neural Architecture Search (NAS). You'll learn how to apply this technology to a variety of real-world projects, applications, and even develop a web app with Streamlit. Get ready to elevate your AI skills to new heights! 🌟


What You'll Learn:

🚀 YOLO-NAS Fundamentals: We'll start by introducing you to the YOLO-NAS model and its impressive capabilities, which outperform previous iterations like YOLOv6 & YOLOv8. Discover what makes YOLO-NAS a game-changer in object detection.

🎥 Real-World Applications: Learn how to apply YOLO-NAS to various scenarios, including object detection on images and videos, live webcam feeds, and even real-time applications like sign language recognition and fire detection.

🛠️ Training Custom Datasets: Understand the process of finding datasets, annotating them, splitting them automatically, and leveraging transfer learning to train YOLO-NAS with your own custom dataset.

👷‍♂️ Specialized Projects: Tackle industry-specific projects such as pothole detection, personal protective equipment (PPE) detection, people and vehicle counting, plastic bottles counting, and automatic number plate recognition.

👀 Multi-Object Tracking & Privacy Blurring: Explore the realm of multi-object tracking with YOLO-NAS and SORT, and learn how to implement privacy-preserving techniques by blurring sensitive areas in images.

📱 Interactive Web Applications: Build interactive web applications using Streamlit and YOLO-NAS, including a ChatGPT-powered article generator and a recipe recommendation app with image segmentation capabilities.

🧠 Hands-On Projects & Practical Experience: Engage in more than 12+ hands-on projects that will solidify your understanding of object detection and tracking and help you gain practical experience.


Course Features:

  • Comprehensive Curriculum: Covering everything from YOLO-NAS fundamentals to advanced applications and web apps development.

  • Real-World Projects: Apply your skills with more than 12+ hands-on projects across diverse industries.

  • Step-by-Step Guidance: From beginners to advanced learners, this course is designed to cater to all levels with clear and concise instructions.

  • Exclusive Resources: Access to datasets, pre-trained models, and code snippets to facilitate your learning journey.

  • Community Support: Join a community of like-minded learners to exchange ideas, share experiences, and solve problems together.


Who This Course Is For:

  • AI Enthusiasts & Hobbyists: Expand your AI skill set with cutting-edge object detection technology.

  • Developers & Engineers: Elevate your coding skills by integrating YOLO-NAS into real-world applications.

  • Data Scientists: Learn to train custom datasets and enhance your predictive modeling capabilities.

  • Students & Researchers: Get hands-on experience with the latest advancements in object detection and tracking.


Course Highlights:

📚 Learn at Your Own Pace: Access to course materials for lifetime learning, revisiting complex topics as often as you need.

👩‍💻 Real-World Skills: Apply your knowledge in practical scenarios, preparing you for a wide range of AI applications.

🤝 Community & Support: Benefit from the guidance of industry experts and support from a global community of learners.


Get Ready to Join the YOLO-NAS Revolution! 🌐

Embark on your journey to become an AI expert by mastering YOLO-NAS with us. From object detection to real-time tracking, and from web app development to privacy-preserving techniques, this course has it all. Enroll now and take the first step towards becoming a pro in object detection and tracking! 🎓


Enroll in "YOLO-NAS: The Ultimate Course for Object Detection & Tracking" today and unlock your AI potential! 💫

Course Gallery

YOLO-NAS The Ultimate Course for Object Detection & Tracking – Screenshot 1
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YOLO-NAS The Ultimate Course for Object Detection & Tracking – Screenshot 4
Screenshot 4YOLO-NAS The Ultimate Course for Object Detection & Tracking

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5331490
udemy ID
17/05/2023
course created date
29/05/2023
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