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YOLO-NAS + v8 Full-Stack Computer Vision Course [Video]
YOLO-NAS + v8 Full-Stack Computer Vision Course [Video]

YOLO-NAS + v8 Full-Stack Computer Vision Course: Empowering AI Innovations with NVIDIA Jetson [Video]

By Ritesh Kanjee , Augmented AI
$298.99
Video May 2024 8 hours 18 minutes 1st Edition
Video
$298.99
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Renews at $15.99p/m
Video
$298.99
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Renews at $15.99p/m

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Key benefits

  • Upgrade and configure YOLO-NAS + v8 models for advanced uses
  • Implement real-time object detection and segmentation in various environments
  • Cross-platform training from PC to mobile to web

Description

This course offers an in-depth journey into the world of YOLO-NAS + v8, starting with upgrading from YOLOv8 to YOLO-NAS and an introduction to their architectures. You will explore the detailed nuances of running these models on different operating systems like Ubuntu and Windows, and even on Google Colab for accessible cloud-based learning. The course meticulously guides you through training custom YOLO-NAS + v8 on specialized datasets, including waste sorting, and extends to mastering object tracking with integrations like DeepSORT and Bytetrack. A significant portion is dedicated to practical implementations, such as setting up Flask applications for AI, mobile development with Kivy, and leveraging mobile apps for real-time uses like sign language recognition. From configuring environments for model conversion across various frameworks to deploying advanced object segmentation techniques, this course prepares you for real-world AI applications. It culminates in deploying YOLO-NAS in Docker and Jetson NANO environments, ensuring you are equipped to handle professional AI tasks seamlessly.

What you will learn

Run AI models efficiently on various operating systems Train and fine-tune YOLO-NAS + v8 on custom datasets Integrate object tracking with modern algorithms and tools Convert AI models between multiple machine learning frameworks Develop and deploy Flask web applications integrating YOLO-NAS + v8 Build and configure mobile applications using Kivy

Product Details

Country selected

Publication date : May 17, 2024
Length 8 hours 18 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781836209874
Category :
Languages :
Concepts :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details


Publication date : May 17, 2024
Length 8 hours 18 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781836209874
Category :
Languages :
Concepts :

Table of Contents

11 Chapters
1. YOLO-NAS + v8 Introduction Chevron down icon Chevron up icon
2. Training Custom YOLO-NAS + v8 Chevron down icon Chevron up icon
3. YOLO-NAS + v8 Object Tracking Chevron down icon Chevron up icon
4. Model Conversion Chevron down icon Chevron up icon
5. Flask Integration Chevron down icon Chevron up icon
6. YOLO-NAS + v8 Flask Apps Chevron down icon Chevron up icon
7. Mobile Development Using Kivy Chevron down icon Chevron up icon
8. Mobile Apps Chevron down icon Chevron up icon
9. Object Segmentation Chevron down icon Chevron up icon
10. YOLO-NAS Deployment for Docker Chevron down icon Chevron up icon
11. Bonus Content Chevron down icon Chevron up icon

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