Sarath2002/Form_Understanding_using_LayoutLMV3

1import gradio as gr2from PIL import Image3from support import processor4import os5 6os.system("pip install -r requirements.txt")7 8 9def OCR_processor(input_image):10    ##input_image = Image.open(input_image)11    return processor(input_image)12 13examples =[['eg1.png'],['eg2.png'],['eg3.png']]14iface = gr.Interface(15    fn=OCR_processor,16    inputs=gr.inputs.Image(type="pil", label="Upload an Image"),17    outputs=gr.outputs.Image(type="pil", label="Processed Image"),18    title="Form understanding using Multimodal Transformers",19    examples=examples,20    description="Upload an image, and the app will process it using the LayoutLMV3 multimodal transformer. You can get all the OCR tags marked in the image as output.",21    theme="huggingface",  # You can use "default", "compact", or "huggingface" themes22    layout="vertical",23    live=True,24)25 26if __name__ == "__main__":27    iface.launch()28