<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Deep Learning for Computer Vision on Zuwei</title><link>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/</link><description>Recent content in Deep Learning for Computer Vision on Zuwei</description><generator>Hugo -- 0.154.5</generator><language>zh-cn</language><lastBuildDate>Sun, 12 Apr 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/index.xml" rel="self" type="application/rss+xml"/><item><title>CV | Lecture 4 Neural Networks and Backpropagation</title><link>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/4_neural_networks_and_backpropagation/</link><pubDate>Sun, 12 Apr 2026 00:00:00 +0000</pubDate><guid>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/4_neural_networks_and_backpropagation/</guid><description>Neural Networks, Backpropagation</description></item><item><title>CV | Lecture 3 Regularization and Optimization</title><link>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/3_regularization_and_optimization/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/3_regularization_and_optimization/</guid><description>Regularization, SGD, RMSProp, Adam(W), Learning Rate, Second Order Optimization</description></item><item><title>CV | Lecture 2 Image Classification with Linear Classifiers</title><link>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/2_image_classification_with_linear_classifier/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/2_image_classification_with_linear_classifier/</guid><description>Data-driven approaches, Linear Classification</description></item><item><title>CV | Lecture 1 Introduction</title><link>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/1_introduction/</link><pubDate>Thu, 09 Apr 2026 00:00:00 +0000</pubDate><guid>https://zuwei.org/notes/2025-2/deep-learning-for-computer-vision/1_introduction/</guid><description>History of CV, DL basics, tasks of CV</description></item></channel></rss>