Update README.md

README.md

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 ---
 library_name: transformers
-tags: []
+license: apache-2.0
+datasets:
+- ds4sd/DocLayNet
+pipeline_tag: image-segmentation
 ---
 
 # Model Card for Model ID
 
-<!-- Provide a quick summary of what the model is/does. -->
-
-
+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](https://huggingface.co/facebook/detr-resnet-50) on the [DocLayNet](https://huggingface.co/datasets/ds4sd/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.
 
 ## Model Details
 
 ### Model Description
 
-<!-- Provide a longer summary of what this model is. -->
-
-This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
-
-- **Developed by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
 
 ### Direct Use