Spaces:
Build error
Build error
""" | |
Donut | |
Copyright (c) 2022-present NAVER Corp. | |
MIT License | |
https://github.com/clovaai/donut | |
""" | |
import gradio as gr | |
import os | |
import logging | |
import torch | |
from PIL import Image | |
from donut import DonutModel | |
def demo_process(input_img): | |
global pretrained_model, task_prompt, task_name | |
# input_img = Image.fromarray(input_img) | |
output = pretrained_model.inference(image=input_img, prompt=task_prompt)["predictions"][0] | |
return output | |
task_prompt = f"<s_cord-v2>" | |
pretrained_model = DonutModel.from_pretrained("naver-clova-ix/donut-base-finetuned-cord-v2") | |
pretrained_model.encoder.to(torch.bfloat16) | |
pretrained_model.eval() | |
demo = gr.Interface( | |
fn=demo_process, | |
inputs= gr.inputs.Image(type="pil"), | |
outputs="json", | |
title=f"Demo for `cord-v2` task", | |
description=f"Description for `cord-v2` task", | |
cache_examples=False, | |
) | |
demo.launch() | |