Gradient Based Class Activation Maps for TensorFlow models.
Project description
cnncam
Introduction
An open python library for researchers and developers to generate GradCAM explanations for the tensorflow CNN models.
Other popular python ML frameworks will soon be supported by the cnn-cam library
Install
The below instructions assume you already have pip
installed and exposed to the python environment where you want to run cnncam
.
Official instructions for installing pip
can be found here
Run the below pip command in a shell of your choice.
pip install cnncam
Demo
from cnncam import GradCAM
from keras.applica
See /examples
for executable examples, including an application of our implementation of GradCAM on VGG-16 with the ower of this repo's very cute cat, meso.
Project details
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