| import gradio as gr | |
| import easyocr | |
| import numpy as np | |
| def perform_ocr(image): | |
| reader = easyocr.Reader(['en'], gpu=False) | |
| result = reader.readtext(image) | |
| ocr_text = '\n'.join([entry[1] for entry in result]) | |
| return ocr_text | |
| with gr.Blocks() as demo: | |
| with gr.Tab("Extract Text"): | |
| image_input = gr.inputs.Image() | |
| text_output = gr.outputs.Textbox() | |
| button = gr.Button("Perform OCR") | |
| button.click(perform_ocr, inputs=image_input, outputs=text_output) | |
| demo.launch() |