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The Pyramid Pooling Module for Keras.

Project description

Keras Pyramid Pooling Module

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A Keras implementation of the Pyramid Pooling Module discussed in Pyramid scene parsing network [1].

Installation

The preferred installation of keras-pyramid-pooling-module is from pip:

pip install keras-pyramid-pooling-module

Usage

The module functions as any other convolutional / pooling layer applied to a rank 4 tensor (batch, height, width, channels):

from keras.layers import Input
from keras.models import Model
from keras_pyramid_pooling_module import PyramidPoolingModule


input_ = Input((224, 224, 3))
x = PyramidPoolingModule()(input_)
model = Model(inputs=input_, outputs=x)

see example.ipynb for a rough example of the layer in use on a simple image input.

References

[1] H. Zhao, J. Shi, X. Qi, X. Wang, and J. Jia. Pyramid scene parsing network. CVPR, 2017.

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