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table-transformer-structure-recognition-v1.1-pub
microsoft/table-transformer-structure-recognition-v1.1-pub
table-transformer-structure-recognition-v1.1-pub is a object detection model from microsoft. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as mit.
Table Transformer (TATR) model trained on PubTables1M. It was introduced in the paper Aligning benchmark datasets for table structure recognition by Smock et al. and first released in this repository.
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At a glance
- Task
- Object Detection
- Library
- transformers
- License
- mit
- Model type
- table-transformer
- Access
- Public
- Created
- Nov 18, 2023
- Updated
- Nov 27, 2023
- SHA
- 372e2053
Model card
From the Hugging Face model README
Table Transformer (pre-trained for Table Structure Recognition)
Table Transformer (TATR) model trained on PubTables1M. It was introduced in the paper Aligning benchmark datasets for table structure recognition 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.
Model description
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.
Usage
You can use the raw model for detecting tables in documents. See the documentation for more info.
- Task
- Object Detection
- Library
- transformers
- Type
- table-transformer
- License
- mit
- Created
- Nov 18, 2023
- Updated
- Nov 27, 2023