Metadata-Version: 2.1
Name: Bitdesc
Version: 0.0.3
Summary: Bio-Inspired Texture Descriptor
Home-page: https://github.com/stevetmat/BioInspiredFDesc
Author: Steve Ataky & Alessandro Lameiras
Author-email: steve.ataky@nca.ufma.br
License: MIT
Description: # BiT
        
        BiT is a novel approach capable of quantifying a complex system of diverse patterns through 
        species diversity and richness, and taxonomic distinctiveness. 
        It considers an image as a species ecosystem and computes species diversity and richness measures, 
        and taxonomic indices to describe the texture. 
        BiT takes advantage of ecological patterns' invariance characteristics to build a permutation, rotation, and translation invariant descriptor. 
        Experiments on different datasets have shown that BiT texture descriptor has advantages over several texture descriptors and deep methods. 
        
        For more details, please check the paper available at https://arxiv.org/abs/2102.06997
        
        ## Installation
        
        Run the following to install:
        ```python
        pip install Bitdesc==0.0.3
        ```
        
        # Developing BiT
        
        TO install BiT, along with the tools you need to develop and run tests, run the following in your virtualenv:
        ```bash
        $ pip install -e .[dev]
        ```
        
        ## Contributors
        
        Steve Ataky & Alessandro Koerich
        
Keywords: texture descriptor invariant bio-inspired
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Provides-Extra: dev
