Visualization and Applications - Keras
Here I talk about model visualization as well as using some of the really cool pre-trained models that Keras has. I walk you through how to visualize models (by using keras.utils.vis_utils and importing the model you want to visualize) and show you how the visualization feature works on some of the pre-trained models that keras has (such as: Xception, VGG 16, VGG19, ResNet50, InceptionV3) - all these models are all open source and they can make doing Deep Learning really fast!
Links:
1) Update video: • 01. Update
2) Scikit Learn Intro video: • Intro to Scikit Learn
3) Link to the History of Deep Learning video will be up soon!
4) The Hitchhiker's Guide to Python - one of the best handbooks to the installation, configuration, and usage of Python that I have come across: http://docs.python-guide.org/en/latest/
5) Link to Keras: https://keras.io
6) Link to TensorFlow: https://www.tensorflow.org
7) GitHub link to a-bit-of-deep-learning-and-keras notebooks! - https://github.com/knathanieltucker/a...
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