Convolutional Neural Networks For Image Classification

Cape Town Deep Learning Meet-up Presentation

Slides and code for my presentation - meet-up details here:

 https://www.meetup.com/Cape-Town-deep-learning/events/240485642/

The notebook covers how to:

Use a pre-trained model (VGG16) to predict imagenet classes for new images
How to fine-tune a pre-trained model on another dataset to predict new clases
How to get CNN activations to use as numerical representations of images
Using numerical representations of images to find similar images for an input image

cd to the directory and run

jupyter notebook

keras, theano, pandas, numpy, etc 
(conda distribution should include all pre-requisites, otherwise pip install any missing packages)

Install the Anaconda python distribution available here: https://www.continuum.io/Downloads

Code + Slides for my "Convolutional Neural Networks for Deep Learning Talk" at the Cape Town Deep Learning Meetup 20170620

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