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---
license: mit
library_name: pytorch
tags:
- gan
- sngan
- huggan
dataset: ChainYo/rvl-cdip-invoice
---
## Model description
SN-GAN implementation with PyTorch-Lightning to generate Documents.
## Generated samples
<img src="https://github.com/ChainYo/docugan/blob/c4d9ae7bd5a63d4aedee40e7a2670222170e44c3/documents_samples.png" width="400" height="600">
Project repository: [DocuGAN](https://github.com/ChainYo/docugan).
## Usage
You can see the tool to generate document on HuggingFace by trying the [space demo](https://huggingface.co/spaces/ChainYo/DocuGAN).
## Training data
For training, I used the invoices subpart of `RVL-CDIP` dataset. Find the full dataset [here](https://huggingface.co/datasets/ChainYo/rvl-cdip)
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