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invoices-donut-model-v1
katanaml-org/invoices-donut-model-v1
invoices-donut-model-v1 is a image-to-text model from katanaml-org. Use it when you need a caption or text from an image. It is set up for transformers. The card lists the license as mit.
This model is finetuned Donut ML base model on invoices data. Model aims to verify how well Donut performs on enterprise docs.
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At a glance
- Task
- Image-to-Text
- Library
- transformers
- License
- mit
- Model type
- vision-encoder-decoder
- Access
- Public
- Created
- Mar 13, 2023
- Updated
- May 11, 2023
- SHA
- 80d909da
Model card
From the Hugging Face model README
Sparrow - Data extraction from documents with ML
This model is finetuned Donut ML base model on invoices data. Model aims to verify how well Donut performs on enterprise docs.
Mean accuracy on test set: 0.96
Inference:
Training loss:
Sparrow on GitHub
Sample invoice docs to use for inference (docs up to 500 were used for fine-tuning, use docs from 500 for inference)
Our website KatanaML
On Twitter
- Task
- Image-to-Text
- Library
- transformers
- Type
- vision-encoder-decoder
- License
- mit
- Languages
- en
- Created
- Mar 13, 2023
- Updated
- May 11, 2023