imageatm 0.0.2

Image classification for everyone

Image ATM (Automated Tagging Machine)

Image ATM is a one-click tool that automates the workflow of a typical image classification pipeline in an opinionated way, this includes:

• Preprocessing and validating input images and labels
• Starting/terminating cloud instance with GPU support
• Training
• Model evaluation

Getting Started

Run this from your terminal

imageatm pipeline config/config_file.yml

Installation

There are two ways to install Image ATM:

• Install Image ATM from PyPI (recommended):

pip install imageatm

• Install Image ATM from the GitHub source:

git clone https://github.com/idealo/imageatm.git
cd imageatm
python setup.py install

Testing

Run pytest -vs tests

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)

Copyright

See LICENSE for details.