Understanding the Impact of Label Granularity on CNN-based Image Classification

Code for our paper: Zhuo Chen, Ruizhou Ding, Ting-Wu Chin and Diana Marculescu. “Understanding the Impact of Label Granularity on CNN-based Image Classification.” Accepted to International Conference on Data Mining (ICDM) workshop, 2018.

Usage coming soon...

Name		Name	Last commit message	Last commit date
Latest commit History 423 Commits
.vscode		.vscode
dataset		dataset
models		models
scripts		scripts
visualization		visualization
.DS_Store		.DS_Store
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
__init__.py		__init__.py
clustering.py		clustering.py
conf_matrix.png		conf_matrix.png
get_weights.py		get_weights.py
main.py		main.py
main_ae.py		main_ae.py
main_c2f.py		main_c2f.py
main_c2f_cifar100.py		main_c2f_cifar100.py
main_c2f_resume.py		main_c2f_resume.py
main_f2c.py		main_f2c.py
main_f2c_cifar100.py		main_f2c_cifar100.py
main_f2c_imagenet.py		main_f2c_imagenet.py
main_genfeat.py		main_genfeat.py
plot_curve.ipynb		plot_curve.ipynb
plots.py		plots.py
test_autoencoder.py		test_autoencoder.py
test_clustering.py		test_clustering.py
test_confmat.py		test_confmat.py
test_dataset.py		test_dataset.py
utils.py		utils.py
utils_confmat.py		utils_confmat.py
visual_cluster.py		visual_cluster.py

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