YOLO-NAS The Ultimate Course for Object Detection & Tracking

YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 12+ Projects, Streamlit Apps

What you'll 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 this course is for:

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