magamig / Duplicate Images Finder
Licence: mit
🏞🌉 Find and Delete Duplicate Images / Photos
Stars: ✭ 36
Programming Languages
python
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Find and delete duplicate images inside a directory.
Running
> python main.py -d 'sample_images/'
[DUPLICATE FOUND] sample_images/road.jpg sample_images/road_duplicate.jpg
[DELETED] sample_images/road_duplicate.jpg
> python main.py -h
usage: main.py [-h] [-d] [-s] [--min_matches MIN_MATCHES]
[--features_distance FEATURES_DISTANCE]
directory
positional arguments:
directory directory with the images
optional arguments:
-h, --help show this help message and exit
-d, --delete delete the duplicate images found with smaller res
-s, --silent quiet execution without logging
--min_matches MIN_MATCHES
minimum number of matching features to accept the
images as being similar
--features_distance FEATURES_DISTANCE
[0,1] - higher number results in more matching
features but with less accuracy
Similar / Duplicate Images
Different Images
Requirements
Before running this project you need to install its requirements.
> pip install -r requirements.txt
Built With
License
This project is licensed under the MIT License - see the LICENSE.md file for details.
References
- D. G. Lowe, "Distinctive image features from scale-invariant keypoints", International Journal of Computer Vision, 60, 2 (2004), pp. 91-110. [PDF]
- M. Muja and D. G. Lowe, "Scalable Nearest Neighbor Algorithms for High Dimensional Data", IEEE Transactions on Pattern Analysis and Machine Intelligence 36, 11 (2014), pp. 2227-2240. [PDF]
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