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Installation

Create environment

If desired, install undouble from an isolated Python environment using conda:

conda create -n env_undouble python=3.8
conda activate env_undouble

Install via pip:

# The installation from pypi is disabled:
pip install undouble

# Install directly from github
pip install git+https://github.com/erdogant/undouble

Uninstalling

If you want to remove your undouble installation with your environment, it can be as following:

# List all the active environments. undouble should be listed.
conda env list

# Remove the undouble environment
conda env remove --name undouble

# List all the active environments. undouble should be absent.
conda env list

Quickstart

A quick example how to learn a model on a given dataset.

# Import library
from undouble import Undouble

# Init with default settings
model = Undouble()

# Import example data
targetdir = model.import_example(data='flowers')

# Importing the files files from disk, cleaning and pre-processing
model.import_data(targetdir)

# Compute image-hash
model.compute_hash()

# Group images with image-hash <= threshold
model.group(threshold=0)

# Plot the images
model.plot()

# Move the images
model.move()

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