bsmock
/

tatr-pubtables1m-v1.0

table detection

table structure recognition

table extraction

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This repo contains the models for:

Table detection,
Table structure recognition,

trained on the PubTables-1M dataset, using the training details in the paper: "PubTables-1M: Towards comprehensive table extraction from unstructured documents"

Model Details

Model Description

Developed by: Brandon Smock and Rohith Pesala, while at Microsoft
License: MIT
Finetuned from model: DETR ResNet-18

Model Sources

Please see the following for more details:

Repository: "https://github.com/microsoft/table-transformer"
Paper: "PubTables-1M: Towards comprehensive table extraction from unstructured documents"

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Dataset used to train bsmock/tatr-pubtables1m-v1.0