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52

185

bsd-3-clause

9

Cluster images based on image content using a pre-trained deep neural network, optional time distance scaling and hierarchical clustering.

python clustering pre-trained image-clustering deep-neural-networks

Created 2016-09-08

71 commits to master branch, last one 3 years ago

embedding-expansion clovaai

9

76

mit

6

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

mxnet cars196 cvpr2020 synthesis cub200-2011 deep-learning image-retrieval metric-learning image-clustering stanford-online-products

Created 2020-03-09

8 commits to master branch, last one 3 years ago

dti-clustering monniert

13

74

mit

3

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

pytorch clustering neurips2020 neurips-2020 deep-learning computer-vision image-clustering unsupervised-learning

Created 2020-06-16

28 commits to master branch, last one 2 years ago

symmetrical-synthesis clovaai

12

71

mit

8

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

cars196 aaai2020 synthesis tensorflow cub200-2011 deep-learning image-retrieval metric-learning image-clustering stanford-online-products

Created 2020-02-05

12 commits to master branch, last one 3 years ago

tasnif cobanov

3

33

mit

1

A Python toolkit for image clustering using deep learning, PCA, and K-means, with support for GPU and CPU processing. Simplify your image analysis projects with advanced embeddings, dimensionality red...

torch clustering image-clustering image-embeddings feature-extraction

Created 2024-03-11

46 commits to main branch, last one 5 months ago