Re:Implementing a Convolutional Neural Network Using Only NumPy
by Cybiote on Friday May 31, 2019 @07:26PM
(#20066031)
The page contains superb, high quality work. I find the negativity in this branch incomprehensible. I and I suspect, many others, did not see any of the other times the author posted it. I am probably not alone in being glad they persevered at sharing it.
Runnable code from the article: https://repl.it/@vzhou842/A-CNN-from-scratch-Part-2
In this case however, this particular is a Part 2 to a Part 1 that was successful on HN, which may not be sufficiently different.
The other two were reposts because they didn’t gain traction.
https://towardsdatascience.com/countless-high-performance-2x...
Hope does this compare to that?
Andrew's explanations in the videos are really well crafted, and cover the 'why' of everything clearly.
Sections 2-4 of Andrew's course cover more advanced CNN architectures, and also more advanced use cases that image classification.