PyTorch Dataset Normalization - torchvision.transforms.Normalize()

In this episode, we're going to learn how to normalize a dataset. We'll see how dataset normalization is carried out in code, and we'll see how normalization affects the neural network training process.

🕒🦎 VIDEO SECTIONS 🦎🕒

00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:52 Feature Scaling
02:19 Normalization Example
05:26 What Is Standardization
08:13 Normalizing Color Channels
09:25 Code: Normalize a Dataset
19:40 Training With Normalized Data
25:42 Collective Intelligence and the DEEPLIZARD HIVEMIND

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