duplicate-image-finder

A quick and dirty solution to all your dataset deduplication preprocess needs. `` #Install pip install -r requirements.txt

#Usage

Simple

Finding duplicates in a directory

Set recursive as False.

from imageSimilarity import ImageSimilarity

sim = ImageSimilarity()
sim.add_image_directory("C:/datasets/sample_dir", recursive=False)
print(sim.find_dupes())

Finding duplicates in a directory and subdirectories recursively

Set recursive as True.

from imageSimilarity import ImageSimilarity

sim = ImageSimilarity()
sim.add_image_directory("C:/datasets/sample_dir", recursive=True)
print(sim.find_dupes())

Finding duplicates in a directory and subdirectories recursively with low similarity

similarity rate is between 0.0 and 1.0

from imageSimilarity import ImageSimilarity

sim = ImageSimilarity()
sim.add_image_directory("C:/datasets/sample_dir", recursive=True)
print(sim.find_dupes(min_similarity=0.5))

More examples will be available in the examples directory.