GitHub - asanakoy/deep_clustering: Implementation of [Deep Clustering for Unsupervised Learning of Visual Features]

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Implementation of [Deep Clustering for Unsupervised Learning of Visual Features]

arxiv.org/abs/1807.05520

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Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
data_utils		data_utils
imagenet_utils		imagenet_utils
models		models
unsupervised		unsupervised
.gitignore		.gitignore
README.txt		README.txt
benchmark_dataloader.py		benchmark_dataloader.py
debug_dataflow.py		debug_dataflow.py
find_best_label_permutation.py		find_best_label_permutation.py
lib.py		lib.py
run_commands.txt		run_commands.txt
train.py		train.py
utils.py		utils.py

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Implementation of the paper [Deep Clustering for Unsupervised Learning of Visual Features](https://arxiv.org/abs/1807.05520)   

Warning: some hyperparameters for training are not optimal, but copying them from https://github.com/facebookresearch/deepcluster should give the better result.