Beginner's guide to implement efficient and high-performing code for image classification project using Pytorch and Python programming language.
Beginner
50 Lessons
6h
Certificate of Completion
Beginner's guide to implement efficient and high-performing code for image classification project using Pytorch and Python programming language.
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This course includes
This course includes
Course Overview
PyTorch is a machine learning framework used in a wide array of popular applications, including Tesla’s Autopilot and Pyro, Uber’s probabilistic modeling engine. This course is an introduction to image classification using PyTorch’s computer vision models for training and tuning your own model. You’ll start with the fundamental concepts of applying machine learning and its applications to image classification before exploring the process of training your AI model. You’ll prepare data for intake by the comp...Show More
TAKEAWAY SKILLS
Database
Python
Sql
What You'll Learn
A basic overview of the PyTorch Image Model
The ability to fine-tune custom image classification models
A working knowledge of deploying models as REST API
A familiarity with converting PyTorch models into ONNX format
What You'll Learn
A basic overview of the PyTorch Image Model
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Course Content
Introduction
Basic Concepts
Augmentation
Training
Model Conversion
9 Lessons
Deployment
5 Lessons
Appendix
5 Lessons
Conclusion
1 Lesson
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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