Metadata-Version: 2.1
Name: simages
Version: 19.0.0.dev0
Summary: Find similar images in a dataset
Home-page: https://github.com/justinshenk/simages
Author: Justin Shenk
Author-email: shenkjustin@gmail.com
Maintainer: Justin Shenk
Maintainer-email: shenkjustin@gmail.com
License: MIT
Description: # Simages :monkey_face: :monkey_face:
        
        Find similar images within a dataset. Useful for finding duplicates images.
        
        ### Getting Started
        
        ```bash
        pip install simages
        ```
        
        or install from source:
        ```bash
        git clone https://github.com/justinshenk/simages
        cd simages
        pip install .
        ```
        
        ### How to use
        
        ```python
        
        ```
        ```python
        from simages import Embeddings
        
        # X is an n x m numpy array
        images = Embeddings(data)
        pairs, distances = embedding.show_duplicates(n=10)
        ```
        
        You can specify how many pairs you want to identify with `n`.
         
        ### How it works
        
        Simages uses a convolutional autoencoder with PyTorch and compares the latent representations with [closely](https://github.com/justinshenk/closely).
        
        ### Example
        ```python
         
        ```
        
        Output:
        ![example_plot](example_plot.png)
        
Keywords: images,photos,duplicates,preprocessing,similar data
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Software Development :: Libraries
Requires-Python: >= 3.6
Description-Content-Type: text/markdown
Provides-Extra: docs
Provides-Extra: dev
Provides-Extra: tests
