Deep Learning for Computer Vision

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Info

学习密歇根大学 EECS 498-007 / 598-005 课程的笔记。

• 课程网站

Table of Contents

• Image Classification
• Linear Classification
• Regularization + Optimization
• Neural Networks
• Backpropagation
• Convolutional Neural Networks
• CNN Architectures Ⅰ
• Training Neural Networks Ⅰ
• Training Neural Networks Ⅱ
• CNN Architectures Ⅱ
• Deep Learning Software
• Object Detection
• Image Segmentation
• Recurrent Networks
• Attention

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