YOLO-NAS The Ultimate Course for Object Detection & Tracking

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