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cmarkea/detr-layout-detection

Object Detection·cmarkea· 1.1K· 28
transformers apache-2.0 Object Detection 42.9M params dataset:ds4sd/DocLayNetlicense:apache-2.0region:us

We present the model cmarkea/detr-layout-detection, which allows extracting different layouts (Text, Picture, Caption, Footnote, etc.) from an image of a document. This is a fine-tuning of the model detr-resnet-50 on the DocLayNet dataset. This model can jointly predict masks and bounding boxes for documentary objects. It is ideal for processing documentary corpora to be ingested into an ODQA syst

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Model details

Task
Object Detection
Provider
cmarkea
Framework
transformers
Parameters
42.9M
Size
328 MB
License
apache-2.0
Downloads
1.1K
Likes
28
Updated
2025-02-24

About cmarkea/detr-layout-detection

We present the model cmarkea/detr-layout-detection, which allows extracting different layouts (Text, Picture, Caption, Footnote, etc.) from an image of a document. This is a fine-tuning of the model detr-resnet-50 on the DocLayNet dataset. This model can jointly predict masks and bounding boxes for documentary objects. It is ideal for processing documentary corpora to be ingested into an ODQA system.

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