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Computer Vision: YOLO Custom Object Detection with Colab GPU
on-demand course

Computer Vision: YOLO Custom Object Detection with Colab GPU

with Abhilash Nelson
September 2020
Beginner to intermediate
3h 59m
English
Packt Publishing
Closed Captioning available in English

Overview

In this 3-hour course, you'll explore the powerful YOLO (You Only Look Once) object detection system. Starting from the basics, you'll build both predefined and custom object models to detect items in images and videos, all while leveraging Google Colab's GPU capabilities.

What I will be able to do after this course

  • Master the fundamentals of Python and OpenCV for computer vision.
  • Implement object detection using YOLO with pre-trained models.
  • Develop and train custom YOLO models tailored to specific tasks.
  • Utilize Google's Colab platform for efficient model training.
  • Create real-time object detection applications in video streams.

Course Instructor(s)

Abhilash Nelson is an experienced instructor with a strong technical background in computer vision and artificial intelligence. Bringing years of industry expertise, Abhilash is passionate about teaching and simplifies complex topics. His pragmatic approach ensures learners can apply skills directly to real-world challenges.

Who is it for?

This course is ideal for learners passionate about computer vision and object detection. Suitable for developers, data scientists, or enthusiasts seeking to familiarize themselves with YOLO and custom datasets. Basic Python knowledge is recommended to maximize learning efficiency.

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Publisher Resources

ISBN: 9781800563865