IMAGE-TO_TEXT-GOT-OCR2.0 / gradio_app.py
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import gradio as gr
from ocr_project import perform_ocr, process_keyword
def process_image(image, language, keyword):
return process_keyword(image, language, keyword)
with gr.Blocks() as interface:
gr.Markdown("## OCR Image Upload with Keyword Search")
gr.Markdown("Upload an image, select the language, extract text, and search for keywords within the text.")
language_dropdown = gr.Dropdown(choices=["Hindi", "English"], label="Select Language", value="English")
image_input = gr.Image(type="pil", label="Upload Image")
keyword_input = gr.Textbox(label="Enter keyword to search", placeholder="Type a keyword here")
output_box = gr.HTML(label="Extracted Text", elem_id="output")
submit_button = gr.Button("Submit")
clear_button = gr.Button("Clear")
submit_button.click(fn=process_image, inputs=[image_input, language_dropdown, keyword_input], outputs=output_box)
clear_button.click(fn=lambda: None, inputs=[], outputs=[output_box])
if __name__ == "__main__":
interface.launch(share=True)