AI Features
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All Lessons
Free Lessons (7)
What you'll learn from this course
Overview
Image Processing
Introduction
Image Files
Image Types
Resizing
Dataset
Iterator
Execution
PIL Library
Quiz
CNN
Introduction
Initialization
Reshaping
Convolution
Max Pooling
Multiple Layers
Fully-Connected
Dropout
Logits
Classification
Quiz
SqueezeNet
Introduction
Initialization
Augmentation
Fire Module
Stacking Fire
Model Layers
Adding Fire
Depth
Logits
Sparse Labels
Quiz
ResNet
Introduction
ImageNet
Initialization
Padding
Pre-activation
Shortcut
ResNet Block
Bottleneck
Block Layer
Model Layers
Full Model Architecture
Quiz
Course Conclusion
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Courses
Image Recognition with Machine Learning
Depth
Increase the SqueezeNet model's depth for added performance.
We'll cover the following...
Chapter Goals:
A. Deeper fire modules
Chapter Goals:
...
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