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Technocrat-ai/table-detection-general
table-detection-general is a machine learning model from Technocrat-ai. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Table Transformer (DETR) model trained on PubTables1M. It was introduced in the paper PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents by Smock et al. and first released in this reposit…
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From the Hugging Face model README
Table Transformer (DETR) model trained on PubTables1M. It was introduced in the paper PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents by Smock et al. and first released in this repository.
Disclaimer: The team releasing Table Transformer did not write a model card for this model so this model card has been written by the Hugging Face team.
The Table Transformer is equivalent to DETR, a Transformer-based object detection model. Note that the authors decided to use the "normalize before" setting of DETR, which means that layernorm is applied before self- and cross-attention.
You can use the raw model for detecting tables in documents. See the documentation for more info.