AI in Computer Vision: From Fundamentals to Advanced Solutions

Computer vision is transforming industries by enabling machines to interpret and understand visual information. This workshop will introduce you to the fundamentals of computer vision, including key techniques like object detection, image segmentation and the use of transformers in computer vision tasks.

FREE

Upcoming cohort

Feb 18, 2025

Meeting time

Tuesday, 12:00PM ET

AI in Computer Vision: From Fundamentals to Advanced Solutions

What will I learn?

Master the Foundations of Computer Vision: Learn about object detection, image segmentation and transformers.
Hands-On Experience: Explore creating and training computer vision models using Python and PyTorch.

Learn Best Practices for Computer Vision Development: Discuss strategies for optimizing computer vision pipelines.

Curriculum

The Fundamentals of Computer Vision

Understand the key concepts of computer vision, including image recognition, object detection and image segmentation. Learn how computer vision powers real-world applications like autonomous vehicles and security surveillance.

Object Detection, Segmentation Models and Transformers in Computer Vision

Explore state-of-the-art techniques for object detection and image segmentation. Learn how transformers, originally developed for NLP, are being adapted to enhance performance in computer vision tasks through Vision Transformers (ViT).

Challenges in Implementing Computer Vision Systems

Learn about the technical challenges of building and deploying computer vision pipelines at scale. Explore strategies for real-time video analysis, object tracking, and improving model accuracy using advanced techniques.

Building a Computer Vision System End-to-End

Use PyTorch and Vision Transformers (ViT) to build a pipeline to perform tasks like object detection and image classification.

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

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Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student

Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student

Gaston G., a graduate of Edlitera's Python training bootcamp