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sitloboi2012
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donut-finetune-rvl-cdip

Image-to-Text
Transformers
PyTorch
English
vision-encoder-decoder
DocumentAI
ImageClassification
Donut
Inference Endpoints
Model card Files Community
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metadata
license: apache-2.0
datasets:
  - sitloboi2012/rvl_cdip_small_dataset
  - sitloboi2012/rvl_cdip_large_dataset
language:
  - en
metrics:
  - accuracy
library_name: transformers
pipeline_tag: image-to-text
tags:
  - DocumentAI
  - ImageClassification
  - Donut

Model Card for Model ID

This model card aims to be a baseline model for using RVL-CDIP with Donut. The model has been trained on small scale dataset of RVL-CDIP (specically 100 images from this dataset).

Model Details

The model using Donut with VisionEncoderDecoder and Transformers as the backbone model for an end-to-end Document Classification task

Downstream Use [optional]

This model can be use for fine-tuning task related Document Classification in different area like Food Document, Financial Document, etc. For further task downstream fine-tune, please related to the orignal model from Naver.