Computer vision experiments with OCHRE cuneiform data.
Install required packages using conda env create -f environment.yml
Labeled images originate from the Persepolis Fortification Archive project, consisting of over 100,000 annotated regions of 6064 tablets written in Elamite Cuneiform.
The majority of the deepscribe code base consists of Luigi workflow tasks selecting and preprocessing subsets of the image dataset, splitting them into train/test/validation sets, training ML models on the resulting images, and performing model analysis tasks.
Docs are a work in progress, but can be found at https://deepscribe.readthedocs.io/en/latest/