Wednesday, September 20, 2017

Deep Learning tutorials, demos and study materials - CNN, RNN, OpenCV, Python


Sure, there's plenty of them which pop in the search results, but there you are some materials which I would suggest:

1. How Deep Neural Networks Work

https://www.youtube.com/watch?v=ILsA4nyG7I0


2. How Convolutional Neural Networks work

https://www.youtube.com/watch?v=FmpDIaiMIeA


Etc. from the same author.


Pyimagesearch

Check the latest posts in the Pyimagesearch blog for Computer vision. Using the latest OpenCV 3.3 there are powerful modules which allow to start playing with trained neural networks after a few minutes (in Python):

http://www.pyimagesearch.com/2017/08/21/deep-learning-with-opencv/


http://www.pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/

Object detection with deep learning and OpenCV - PyImageSearch
Learn how to apply object detection using deep learning, Python, and OpenCV with pre-trained Convolutional Neural Networks.


Etc.


JS/webGL library suggested in Google's Research blog

I'm not a proponent of JS as a working environment, but using webGL this project is very convenient for an introduction.

https://pair-code.github.io/deeplearnjs/

It allows you to peek into the layers and see what the data looks like.




No comments :