SROIE T3 information extraction
Description
Dockerized version of the SROIE task 3 challenge (key information extraction)
Usage
To use the docker image, first pull the image using
`docker pull jumpst3r/infoextraction
And then execute
docker run -it --rm -v /FULL_PATH_TO/input.csv:/input/input.csv -v /FULL_PATH_TO_OUTPUT_FOLDER/:/output/ jumpst3r/infoextraction sh /input/script.sh /input/input.csv /output/
where /FULL_PATH_TO/input.csv corresponds to the the path to a csv file containing the coordinates of the word level bounding boxes and their content:
x1,x2,y1,y2,text_content
The output consists of a json file containing the extracted information according to the SROIE task 3 description:
{
"company": "STARBUCKS STORE #10208",
"address": "11302 EUCLID AVENUE, CLEVELAND, OH (216) 229-0749",
"date": "14/03/2015",
"total": "4.95"
}
The docker image is also compatible with DIVAServices a web-based framework providing streamlined access to DOI methods.