Published November 8, 2021
| Version 1.0.0
Software
Open
Python package clustimage is for unsupervised clustering of images.
Authors/Creators
Description
- UMAP can be used as embedding technique
Example:
from clustimage import Clustimage
# Initialize
cl = Clustimage(embedding='umap')
# load example data
Xraw = cl.import_example(data='mnist')
# Import data in a standardized manner
X = cl.import_data(Xraw)
# Extract features
Xfeat = cl.extract_feat(X)
# Embedding
xycoord = cl.embedding(Xfeat)
# Scatter
cl.scatter()
Notes
If you use this software, please cite it using these metadata.
Files
erdogant/clustimage-1.4.1.zip
Files
(45.2 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:b7fdedbafb5ad9262ef390ad3695ba4e
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45.2 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/erdogant/clustimage/tree/1.4.1 (URL)