simages 19.0.3.dev0

🐒 Similar image detection in Python 🐒

simages allows detecting similar images in an image folder or numpy array.

Description

Detect similar images (eg, duplicates) in an image folder. Behind the curtain, simages uses a PyTorch autoencoder to train embeddings. The embeddings are compared with each other with closely to create a distance matrix. The closest pairs of images are then presented on screen.

https://raw.githubusercontent.com/justinshenk/simages/master/images/simages_demo.gif

Demo of visualizing training (simages-show --show-train option) and found duplicates with the simages-show command.

If you use simages in your publications, please cite:

@misc{justin_shenk_2019_3237830,
  author       = {Justin Shenk},
  title        = {justinshenk/simages: v19.0.1},
  month        = jun,
  year         = 2019,
  doi          = {10.5281/zenodo.3237830},
  url          = {https://doi.org/10.5281/zenodo.3237830}
}

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