ai-trainer 0.0.1

AI Trainer

The Mission

Need to write this out, but trust me, its thought through...

Installation for User

Open anaconda powershell, navigate into the trainer repo and execute:

pip install git+https://github.com/Telcrome/ai-trainer@master

For dependencies please see the file environment.yml.

Getting started

After activating the environment containing the trainer and its dependencies, feel free to inspect some of the tutorials in ./tutorials/.

Optional dependencies

Annotator helps with building a data generator and it relies on imgaug for it

conda config --add channels conda-forge
conda install imgaug

Development Setup

Both vsc and pycharm are used for development with their configurations provided in .vscode and .idea

Installing environments

For development we recommend to install the environment in a local folder. This allows for easier experimentation and the IDE expects it this way.

conda env create --prefix ./envs -f environment.yml
conda activate .\envs\.

Using Docker

Docker and the provided DOCKERFILE support is currently experimental as it proved to slow down the annotation GUI too much. When the transition to a web GUI is completed docker will be supported again.