YoVDO

Semantic Segmentation Made Easy - Using Segmentation Models Library

Offered By: DigitalSreeni via YouTube

Tags

Semantic Segmentation Courses Deep Learning Courses Computer Vision Courses Image Processing Courses Data Augmentation Courses

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

Neural Networks for Machine Learning
University of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX