October 2021
Advanced
4h 43m
English
Overview
In this 4 hr course, students will learn how to master YOLOv4 for AI-driven object detection. From creating datasets and training custom detectors to building real-world apps like mask detection and vehicle tracking, attendees will gain comprehensive skills to implement YOLOv4 techniques effectively both in code and GUIs.
What I will be able to do after this course
- Create, train, and deploy custom YOLOv4 object detection models using Python.
- Develop real-world computer vision applications, including a mask detection system.
- Implement YOLOv4 with real-time video processing for use cases like social distancing monitoring.
- Enhance datasets using advanced augmentation methods for improved training outcomes.
- Integrate YOLOv4 capabilities in user interfaces designed with PyQT.
Course Instructor(s)
Augmented AI, developers of this course, include industry experts on computer vision and AI with years of hands-on teaching and real-world problem-solving experience. They have dedicated their skills to imparting high-quality education to beginners and professionals alike while ensuring practical implementation of theories.
Who is it for?
This course is designed for software developers, machine learning enthusiasts, and researchers with a fundamental knowledge of programming, especially Python, and a basic understanding of AI. It addresses the needs of individuals aiming to enhance their skills in computer vision applications, professional development, or academic AI research.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.