Semantic Segmentation Made Easy - Using Segmentation Models Library
Offered By: DigitalSreeni via YouTube
Course Description
Overview
Explore semantic segmentation techniques using the segmentation models library in this comprehensive tutorial video. Learn about various model types, backbones, and data augmentation strategies. Dive into preprocessing steps, code implementation, and model training. Gain insights on model summaries and discover how to leverage Google Colab for execution. Access the complete code and dataset through provided links, and understand the recommended software versions for optimal performance. Master the art of semantic segmentation with practical examples and expert guidance.
Syllabus
Introduction
Types of models
Backbone
Code
Data augmentation
Preprocessing
Running the code
Training
Model
Model summary
Google Collab
Taught by
DigitalSreeni
Related Courses
Introduction to Artificial IntelligenceStanford University via Udacity Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Computational Photography
Georgia Institute of Technology via Coursera Einführung in Computer Vision
Technische Universität München (Technical University of Munich) via Coursera Introduction to Computer Vision
Georgia Institute of Technology via Udacity