Fresh Start:

Recently, I found this course and the material is interesting but elemental. Even though it does not contain video lectures, the slides and assignments are very well organized. Therefore, I decide to start following this course and get hands-on experience about Convolutional Neural Networks instead of just reading papers.

Goal:

• Get hands-on experience of building CNN.
• Get familiar(read the analyze) with the code of caffe.

Resources

• Course Website
• Course Notes
• Syllabus and Slides
• reddit discussion group

Lecture1:

Some relevant courses:

• CS231a (this term, Prof. Silvio Savarese) Core computer vision class
• CS231b (spring, 2015, Prof. Fei-Fei Li): Cutting Edge Computer Vision
• CS231m (spring, 2015, Prof. Silvio Savarese): Mobile Vision
• CS331 and CS431 for advanced topics in computer vision

Python Pick-up:

• Python tutorial
• Numpy for MATLAB User
• Python editting Environment: ipython notebook