Visualize Convolutional neural network (CNN) in real time

If you interested into visualizing CNN (Convolutional neural network), quiver open source application let you visualize convnet features in real time and interactively when used Keras to build the network.

The example is as below:

 

 

Visit Source Code: https://github.com/jakebian/quiver

Quickstart

Installation

    pip install quiver_engine

Usage

Take your keras model, launching Quiver is a one-liner.

    from quiver_engine import server
    server.launch(model)

This will launch the visualization at localhost:5000

 

Options

    server.launch(
        model, # a Keras Model

        # where to store temporary files generatedby quiver (e.g. image files of layers)
        temp_folder='./tmp',

        # a folder where input images are stored
        input_folder='./',

        # the localhost port the dashboard is to be served on
        port=5000
    )

Deep Learning Models in Keras:

https://github.com/fchollet/deep-learning-models

Visit Keras to learn more:

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