YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit
YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Object Tracking, Real World 16+ Projects & Web Apps
4.15 (43 reviews)
550
students
18 hours
content
Feb 2024
last update
$89.99
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?
YOLO-NAS Implementation | Windows
Object Detection with YOLO-NAS on Images
Object Detection with YOLO-NAS on Videos
Object Detection with YOLO-NAS on Live Webcam Feed
Run YOLO-NAS in Google Colab
YOLO-NAS + DeepSORT Tracking
YOLO-NAS + DeepSORT Tracking on Custom Dataset
YOLO-NAS with SORT Object Tracking
Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Building a Computer Vision Web App & Why UI is important
Streamlit with YOLO-NAS Integration
Streamlit YOLO-NAS on Images
Streamlit YOLO-NAS on Videos
Deploy Your Streamlit Web Application
Streamlit App to Count the Vehicles Entering and Leaving
Empty Shelf Detection using YOLO-NAS
License Plate Detection using YOLO-NAS
Automatic Number Plate Recognition using YOLO-NAS and EasyOCR
Automatic Number Plate Recognition using YOLO-NAS and PaddleOCR
YOLO-NAS Multi-Cam Number Plate Recognition App
Face Detection using YOLO-NAS
Face Blurring using YOLO-NAS
Face Detection and Gender Classification using YOLO-NAS
Vehicle Intensity Heatmaps | YOLO-NAS
Integrating YOLO-NAS with Flask and Creating a WebApp
Personal Protective Equipment (PPE) Detection with YOLO-NAS
Web App- Personal Protective Equipment (PPE) Detection
Web App- Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
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 OpenAI to generate recipes
Segment Anything Model Introduction
YOLO-NAS + SAM: Image Segmentation using YOLO-NAS and Segment Anything Model
Why take this course?
π **Mastering AI with YOLO-NAS, OpenAI's SAM & Web App Development!** π€π
### Course Headline: YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Object Tracking, Real World 16+ Projects & Web Apps using Flask and Streamlit
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## **Course Introduction:**
Welcome to the **YOLO-NAS, OpenAI's SAM with WebApps using Flask and Streamlit** course! This is not just another online courseβit's a deep dive into the future of AI with hands-on projects and practical applications. We'll explore the capabilities of YOLO-NAS, the power of the Segment Anything Model (SAM), and the integrative potential of ChatGPT. You'll work with real-world datasets, build your own web applications, and push the boundaries of what's possible with AI in image and video analysis.
---
## **What You'll Learn:**
### **YOLO-NAS Mastery:**
- π **Understanding YOLO-NAS**: Discover the foundational aspects of YOLO-NAS and its significance in object detection.
- π **Implementing YOLO-NAS**: Learn to implement YOLO-NAS on various platforms, including Windows, and understand its practical applications.
- π₯ **Object Detection with YOLO-NAS**: Master the art of detecting objects in images, videos, and live webcam feeds using YOLO-NAS.
- π§ͺ **YOLO-NAS in Action**: Engage with real-world scenarios such as vehicles counting (enterings and exits) and object tracking with cutting-edge techniques like DeepSORT and SORT.
### **Web App Development:**
- π» **Building Web Apps**: Learn the importance of UI in web applications and how to build them effectively.
- β¨ **Streamlit Integration**: Combine YOLO-NAS with Streamlit to create intuitive, powerful web applications for various use cases.
- π **Deployment**: Get hands-on experience deploying your Streamlit applications.
### **Advanced Object Tracking and Detection:**
- π **License Plate Detection**: Utilize YOLO-NAS to detect and recognize license plates with OCR tools like EasyOCR and PaddleOCR.
- π **Multi-Camera App**: Develop a multi-camera number plate recognition application using YOLO-NAS.
- π₯ **Face Detection & Blurring**: Implement face detection, gender classification, and even face blurring functionalities.
- π₯ **Heatmaps**: Generate vehicle intensity heatmaps for enhanced analysis.
### **Real-World Applications:**
- π‘οΈ **PPE Detection**: Detect Personal Protective Equipment (PPE) with YOLO-NAS and create a web app to monitor workplace safety.
- π³ **Recipe Generation**: Combine YOLO-NAS and ChatGPT to generate recipes based on detected vegetables.
### **Segment Anything Model (SAM):**
- ποΈ **Introduction to SAM**: Get started with the latest from OpenAI β the Segment Anything Model.
- π€ΉββοΈ **YOLO-NAS & SAM Integration**: Learn how to use YOLO-NAS in conjunction with SAM for cutting-edge image segmentation tasks.
### **ChatGPT Integration:**
- βοΈ **ChatGPT Article Generator**: Create a Streamlit application that generates articles with ChatGPT.
- π± **YOLO-NAS & ChatGPT Synergy**: Explore the combination of YOLO-NAS and ChatGPT in web applications for innovative solutions.
---
By the end of this course, you'll have a portfolio of 16+ real-world projects that showcase your skills in object detection, segmentation, object tracking, and web app development. You'll be equipped with the knowledge to tackle complex problems using AI and transform data into actionable insights.
Join us on this journey to become an AI expert with YOLO-NAS, SAM, and Flask & Streamlit! π
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Reviews
Joel
June 19, 2023
Had a great understanding of OpenCV + SAM and YoloNAS able to build Flask and Streamlit projects.I have enrolled all the courses of Moin Sir, Thank you sir
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Enrollment distribution
5353532
udemy ID
5/29/2023
course created date
6/15/2023
course indexed date
ANUBHAVJAIN
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