Location:Training / Machine Learning/Algorithm / Computer Vision Course Tsinghua University Wang Mingzhe / Limitations of standard DNN & brief explanation of convolution operation

This course is a youth AI self-improvement project - computer vision course. The main organizers, speakers, and participants are all students, solving practical problems for students: bridging the gap between "technical novices" and "teachers think you understand" The gap between "textbook" and "practice" is bridged, and the problem that general academic articles/resources are difficult to read is solved. This course mainly consists of 8 lectures and 1 transformation challenge task. The lectures are held every other week. Each lecture will use easy-to-understand language to guide everyone to master AI-related knowledge points, including AI bird's-eye view and advanced guide, introduction to machine learning, classic neural networks, deep neural networks, convolutional neural networks, classification tasks, and detection tasks. , examples and parameter adjustment methods, and finally lead everyone to practice through transformation challenge tasks, etc.