YOLO-NAS The Ultimate Course for Object Detection & Tracking
YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 12+ Projects, Streamlit Apps
3.60 (49 reviews)
332
students
13.5 hours
content
Jan 2024
last update
$79.99
regular price
What you will learn
YOLO-NAS : A New Foundation Model for Object Detection
What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?
How to run a YOLO-NAS program for Object Detection
Finding the appropriate dataset
Data annotation/labeling/ Automatic Dataset Splitting
How to train/ fine-tune YOLO-NAS on custom dataset, transfer learning
Multiple Object Tracking using YOLO-NAS
Potholes Detection using YOLO-NAS
Personal Protective Equipment (PPE) Detection using YOLO-NAS
Real Time Custom Object Detection (PPE Detection) with Webcam and Export Model
Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Real Time Sign Language Alphabets Detection using YOLO-NAS
Real Time Face Mask Detection using YOLO-NAS
Fire Detection using YOLO-NAS
Vehicles Counting using YOLO-NAS and SORT Object tracking
People Counter using YOLO-NAS and SORT Object Tracking
Privacy Blurring using YOLO-NAS
License Plate Detection and Recognition using YOLO-NAS
Plastic Bottles Counting in a Manufacturing Line using YOLO-NAS and Sort ALgorithm
Real World 12 + Projects with YOLO-NAS: Unleashing the Power of YOLO-NAS
Streamlit Apps with YOLO-NAS and ChatGPT
Create ChatGPT Article Generator with Python and Streamlit
Vegetables Detection with YOLO-NAS
Create a Streamlit app using YOLO-NAS and ChatGPT to generate recipes
Segment Anything Model Introduction
YOLO-NAS + SAM: Image Segmentation using YOLO-NAS and Segment Anything Model
Why take this course?
š **Master Object Detection with YOLO-NAS: Your Journey to AI Mastery Starts Here!** š
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### **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! š
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### **What You'll Learn:**
š **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.
š„ **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.
š ļø **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.
š·āāļø **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.
š **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.
š± **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.
š§ **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.
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### **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.
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### **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.
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### **Course Highlights:**
š **Learn at Your Own Pace:** Access to course materials for lifetime learning, revisiting complex topics as often as you need.
š©āš» **Real-World Skills:** Apply your knowledge in practical scenarios, preparing you for a wide range of AI applications.
š¤ **Community & Support:** Benefit from the guidance of industry experts and support from a global community of learners.
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### **Get Ready to Join the YOLO-NAS Revolution!** š
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! š
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**Enroll in "YOLO-NAS: The Ultimate Course for Object Detection & Tracking" today and unlock your AI potential! š«**
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Reviews
Arun
September 8, 2023
The content is primarily based on results baked into images and videos. I would wanna know more about how you can actually get the coordinates of the bounding boxes instead from the model
Lms
September 3, 2023
The course content is really amazing. The instructor is very knowledgeable as well and overall it's a good course to take
Ammar
September 2, 2023
The course content is really good a proper explanation is provided and the authors replies to Q/ANS very timely as well
Inshort a good course to take on
Jack
September 1, 2023
The course content is really amazing, the instructor provides a detailed explanation about each and every concept, along with this the instructor explanation style is very good as well, hence overall its a very good course to be enrolled and worth the money as well.
Thanks
Ahmed
August 25, 2023
if you want to get an overview of YOLONAS then this course is good but this course is not for beginners, one should be aware of Previous knowledge before taking this course, the instructor will not explain the basics.
Joel
June 7, 2023
Overall, the YOLO-NAS course exceeded my expectations and equipped me with valuable skills for tackling real-world computer vision tasks. Highly recommended!
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5331490
udemy ID
5/17/2023
course created date
5/29/2023
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