Metadata-Version: 2.1
Name: imageatm
Version: 0.0.1
Summary: Image classification for everyone
Home-page: UNKNOWN
Author: Christopher Lennan, Malgorzata Adamczyk, Gunar Maiwald, Dat Tran
Author-email: christopher.lennan@idealo.de, malgorzata.adamczyk@idealo.de, gunar.maiwald@idealo.de, dat.tran@idealo.de
License: Apache 2.0
Description: # Image ATM (Automated Tagging Machine)
        The Image ATM system is a one-click tool that automates the workflow of a typical image classification pipeline, this includes:
        
        - preprocessing and validating input images and labels
        - starting/terminating cloud instance with GPU support
        - training
        - model evaluation
        
        For more details see the [Image ATM confluence page](https://confluence.eu.idealo.com/pages/viewpage.action?pageId=209962715).
        
        
        ## Set up conda environment
        ```
        conda env create -f environment.yml
        conda activate image-atm
        ```
        
        ## Testing
        Run `pytest -vs src/tests`
        
        ## Building
        Run `python setup.py install`
        
        ## Command line client
        To see all available options and commands run
        ```
        image-atm --help
        ```
        
        Each component can be run individually or a pipeline can be run, which then checks in the config file which components to run.
        
        
        ## TODOs:
        
        - we are currently using Keras 2.2. The plan is to use tf.keras once TF 2.0 is out. Currently tf.keras is buggy,
          especially with model saving/loading (https://github.com/tensorflow/tensorflow/issues/22697)
        
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Description-Content-Type: text/markdown
Provides-Extra: tests
