Master Production-Ready Machine Learning, Step by Step
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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