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ImagePy plugin that connects with the DeepClas4Bio API

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DeepClas4BioPy

Path: https://github.com/adines/DeepClas4BioImagePy

Version: 0.1

Author: adines

Email: adines@unirioja.es

Keyword: deepclas4bio, classification

Description: DeepClas4BioPy is an ImagePy plugin that connects ImagePy with the DeepClas4Bio API. This plugin allows ImagePy users to use deep learning techniques for object classification abstracting deep learning techniques details.

Requirements

To use this plugin is necessary to have installed ImagePy with python 3.6 and the DeepClas4Bio API.

Installation

To install this plugin you can use the Plugins Manager.

Using the plugin

In this section, we will see an example of how to use this plugin. For this example we will classify a lion image using the VGG16 model from the Keras framework. In addition, you can use the model and the framework that best suits to your problem.

To use the plugin you must follow the following steps:

  1. Load the image that you want to classify Loading the image

  2. Run the plugin

Go to Plugins and search the name of the plugin in this case DeepClas4BioPy.

  1. Select the framework and the model you want use Select framework and model

  2. Visualize the output Visualize the output

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ImagePy plugin that connects with the DeepClas4Bio API

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