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donut-finetune-rvl-cdip
sitloboi2012/donut-finetune-rvl-cdip
donut-finetune-rvl-cdip is a image-to-text model from sitloboi2012. Use it when you need a caption or text from an image. It is set up for transformers. The card lists the license as apache-2.0.
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).
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At a glance
- Task
- Image-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- vision-encoder-decoder
- Access
- Public
- Created
- Sep 30, 2023
- Updated
- Oct 1, 2023
- SHA
- e1a0d504
Model card
From the Hugging Face model README
Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->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 section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->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.
- Task
- Image-to-Text
- Library
- transformers
- Type
- vision-encoder-decoder
- License
- apache-2.0
- Languages
- en
- Created
- Sep 30, 2023
- Updated
- Oct 1, 2023