Content-Length: 268010 | pFad | http://github.com/katanaml/sparrow-research/tree/main/sparrow-research

8D sparrow-research/sparrow-research at main · katanaml/sparrow-research · GitHub

Name		Name	Last commit message	Last commit date
parent directory ..
.idea		.idea
app		app
.dockerignore		.dockerignore
Dockerfile		Dockerfile
README.MD		README.MD
__init__.py		__init__.py
main.py		main.py
requirements.txt		requirements.txt
setup.py		setup.py

README.MD

Sparrow experimental code

Instructions

Build Docker image

docker build --tag katanaml/sparrow .

Run

python main.py

Resources

CORD dataset Hugging Face builder class
LayoutLMv2 model fine tuning with CORD dataset using Hugging Face Trainer
LayoutLMv2 model fine tuning with CORD dataset using PyTorch and Transformers
LayoutXLM model fine tuning with FUNSD dataset using PyTorch and Transformers
LayoutLMv2 inference, trained with CORD dataset
LayoutLMv2 true inference, trained with CORD dataset
LayoutLMv2 Gradio demo app
Transformers-Tutorials