Getting Started with Image Classification with PyTorch
Beginner
50 Lessons
6h
Certificate of Completion
Takeaway Skills
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
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
Course Content
Introduction
Basic Concepts
Augmentation
Loss
Training
Model Conversion
9 Lessons
Deployment
5 Lessons
Appendix
5 Lessons
Conclusion
1 Lesson
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