YOLO-NAS The Ultimate Course for Object Detection & Tracking
YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 12+ Projects, Streamlit Apps
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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
Description
Welcome to the YOLO-NAS: The Ultimate Course for Object Detection & Tracking with Hands-on Projects, Applications and WebApps development. YOLO-NAS is a next-generation object detection model that has been developed using the Neural Architecture Search (NAS) technology.
Topics covered in this course:
Introduction to YOLO-NAS
YOLO-NAS: New YOLO Object Detection Model Beats YOLOv6 & YOLOv8
What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?
YOLO-NAS Object Detection in Windows
Object Detection on Images
Object Detection on Videos
Object Detection with YOLO-NAS on Live Webcam Feed
Run YOLO-NAS Model in Google Colab
How to find the dataset
Data annotation/labeling/ Automatic Dataset Splitting
How to train YOLO-NAS using custom dataset, transfer learning
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
Introduction to Multi-Object Tracking
Object Tracking using YOLO-NAS and SORT
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
Cars Counting using YOLO-NAS and SORT Object tracking
People Counter using YOLO-NAS and SORT Object Tracking
Plastic Bottles Counting in a Manufacturing Line using YOLO-NAS
Automatic Number Plate Recognition using YOLO-NAS
Privacy Blurring using 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
Who Should Attend!
- For Everyone who is interested in Computer Vision
- For Everyone who study Computer Vision and want to know how to use YOLO for Object Detection
- For Everyone who wants to learn the latest YOLO-NAS version
- Building Deep learning Apps with Computer Vision
- Building Web Apps with Computer Vision