Overview
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This course explains how the ImageNet challenge and AlexNet helped establish practical deep learning and modern computer vision. It includes a brief PyTorch implementation covering image preprocessing and classification inference.
Syllabus
Intro
Birth of Deep Learning
ImageNet
Lack of Readiness for Big Datasets
ImageNet Challenge ILSVRC
AlexNet
PYTORCH IMPLEMENTATION
Data Preprocessing
Class Prediction with AlexNet
Goldfish Results
Closing Notes
Taught by
James Briggs