YOLO-NAS The Ultimate Course for Object Detection & Tracking

Published 5/2023
Created by Muhammad Moin
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 25 Lectures ( 8h 48m ) | Size: 10.7 GB

YOLO-NAS, Train Custom Dataset, Object Detection, Tracking, Real World Projects
Free Download 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
Real World 6 + Projects with YOLO-NAS: Unleashing the Power of YOLO-NAS
Requirements
Python Programming experience is an advantage but not required
Laptop/PC
Description
Welcome to the YOLO-NAS: The Ultimate Course for Object Detection & Tracking with Hands-on Projects,  Applications . 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-NASYOLO-NAS: New YOLO Object Detection Model Beats YOLOv6 & YOLOv8What’s New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?YOLO-NAS Object Detection  in WindowsObject Detection on ImagesObject Detection on VideosObject Detection with YOLO-NAS on Live Webcam FeedRun YOLO-NAS Model in Google ColabHow to find the datasetData annotation/labeling/ Automatic Dataset SplittingHow to train YOLO-NAS using custom dataset, transfer learningPotholes Detection using YOLO-NASPersonal Protective Equipment  (PPE) Detection using YOLO-NASReal Time Custom Object Detection (PPE Detection) with Webcam and Export ModelIntroduction to Multi-Object TrackingObject Tracking using YOLO-NAS and SORTVehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object TrackingReal Time Sign Language Alphabets Detection using YOLO-NASReal Time Face Mask Detection using YOLO-NASFire Detection using YOLO-NASCars Counting using YOLO-NAS and SORT Object trackingPeople Counter using YOLO-NAS and SORT Object TrackingPlastic Bottles Counting in a Manufacturing Line using YOLO-NASAutomatic Number Plate Recognition using YOLO-NAS
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
Homepage

https://www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/

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