GitHub - glouwa/kandinsky-pattern-generator: Layer-wise Relevance Propagation (iNNvestigate) evaluation of VGG16 trained on Kandinsky Figures.

Based on the Kandinsky Pattern Generator this project trains a VGG16 network using tensorflow. Tests with output spaces are visualized with iNNvestigate, a Layer-wise Relevance Propagation toolbox.

Selected notebooks:

Train on 2 properites

Train on 3 properites

Name		Name	Last commit message	Last commit date
src		src
.gitignore		.gitignore
Kandinsky.ipynb		Kandinsky.ipynb
README.md		README.md
app-kandinsky-pattern-generator.zip		app-kandinsky-pattern-generator.zip
generate_kandinsky_patterns.ipynb		generate_kandinsky_patterns.ipynb
inception.ipynb		inception.ipynb
kandinsky.tar.gz		kandinsky.tar.gz
kandinsky_color_large.tar.gz		kandinsky_color_large.tar.gz
kandinsky_color_small.tar.gz		kandinsky_color_small.tar.gz
kandinsky_in_colab_Datagenerator_from_Frame.ipynb		kandinsky_in_colab_Datagenerator_from_Frame.ipynb
kandinsky_in_colab_circles_and_stars_count_red_stars.ipynb		kandinsky_in_colab_circles_and_stars_count_red_stars.ipynb
kandinsky_in_colab_circles_only_count_red.ipynb		kandinsky_in_colab_circles_only_count_red.ipynb
kandinsky_multilabel.ipynb		kandinsky_multilabel.ipynb
kandinsky_multilabel_circles_and_stars_count_red,_count_stars,_count_red_stars.ipynb		kandinsky_multilabel_circles_and_stars_count_red,_count_stars,_count_red_stars.ipynb
kandinsky_multilabel_circles_and_stars_count_red,_count_yellow.ipynb		kandinsky_multilabel_circles_and_stars_count_red,_count_yellow.ipynb
kandinsky_multilabel_circles_only_count_red_and_yellow_circles.ipynb		kandinsky_multilabel_circles_only_count_red_and_yellow_circles.ipynb
keras_test.ipynb		keras_test.ipynb
lib.py		lib.py
lstm_calculator.ipynb		lstm_calculator.ipynb
more_than.tar.gz		more_than.tar.gz
vgg16-2.ipynb		vgg16-2.ipynb
vgg16.ipynb		vgg16.ipynb
vgg16_count.ipynb		vgg16_count.ipynb
vgg16_more.ipynb		vgg16_more.ipynb

Navigation Menu

Repository navigation

About

Repository files navigation

About

Releases

Packages

Contributors

Languages

Latest commit

History

Folders and files

Repository files navigation

About

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages