Getting Started with Image Classification with PyTorch

Getting Started with Image Classification with PyTorch


50 Lessons


Certificate of Completion

AI Explanations
AI Explanations
Getting Started with Image Classification with PyTorch
110 Playgrounds
6 Quizzes
38 Illustrations

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


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