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🧠 Image Clustering using Generated Text Centroids (GTC) 📄 Elsevier · Signal Processing: Image Communication (2024)
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bash run_make_cluster.py

bash text_guided_clustering.py

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
__pycache__		__pycache__
log		log
notebooks		notebooks
Metrics.py		Metrics.py
Metrics_old.py		Metrics_old.py
README.md		README.md
cifar_10_text_similarity_check.ipynb		cifar_10_text_similarity_check.ipynb
data_check.ipynb		data_check.ipynb
dataset.py		dataset.py
extract_embedding.py		extract_embedding.py
extract_embedding.sh		extract_embedding.sh
feasibility_gt_label.py		feasibility_gt_label.py
feasibility_gt_label_cifar10.py		feasibility_gt_label_cifar10.py
feasibility_gt_sentence.py		feasibility_gt_sentence.py
feasibility_test_word_embedding_to_text_feature.ipynb		feasibility_test_word_embedding_to_text_feature.ipynb
gdown.py		gdown.py
k_nearest_neighbor.py		k_nearest_neighbor.py
lr_scheduler.py		lr_scheduler.py
make_cluster.py		make_cluster.py
make_npy_file_bu101.py		make_npy_file_bu101.py
networks.py		networks.py
networks_original.py		networks_original.py
run.sh		run.sh
run_make_cluster.sh		run_make_cluster.sh
save_model.py		save_model.py
text_guided_clustering.py		text_guided_clustering.py
zeroshot_classification.ipynb		zeroshot_classification.ipynb

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