ocrlatex / app.py
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import gradio as gr
import requests
import json
import base64
from PIL import Image
import io
import os
css = """
footer {
visibility: hidden;
}
"""
app_id = os.getenv("app_id")
app_key = os.getenv("app_key")
app_url = os.getenv("app_url")
def get_latex_from_image_all_formats(image):
buffered = io.BytesIO()
image.save(buffered, format="JPEG")
image_base64 = base64.b64encode(buffered.getvalue()).decode('utf-8')
headers = {
"app_id": app_id,
"app_key": app_key,
"Content-Type": "application/json"
}
# ํ•ด๋‹น ๋ถ€๋ถ„์„ ["text"]๋กœ ๋ณ€๊ฒฝํ•˜์—ฌ formats๋ฅผ ๋ฆฌ์ŠคํŠธ๋กœ ์„ค์ •
data = {
"src": f"data:image/jpeg;base64,{image_base64}",
"formats": ["text"]
}
response = requests.post(app_url, headers=headers, json=data)
response.raise_for_status()
result = response.json()
# formats_results ๋ณ€์ˆ˜๋Š” ์‚ฌ์šฉํ•˜์ง€ ์•Š์œผ๋ฏ€๋กœ ์ œ๊ฑฐํ•˜์—ฌ ์ฝ”๋“œ๋ฅผ ๋‹จ์ˆœํ™”
return result
def build_gradio_app(css=css):
with gr.Blocks() as demo:
with gr.Row():
image_input = gr.Image(type="pil", label="์ด๋ฏธ์ง€ ์—…๋กœ๋“œ")
submit_button = gr.Button("๋ณ€ํ™˜ํ•˜๊ธฐ")
# ๋‹จ์ผ ์ถœ๋ ฅ์„ ์œ„ํ•ด outputs ๋ถ€๋ถ„์„ ๋‹จ์ˆœํ™”
outputs = gr.Textbox(label="๊ฒฐ๊ณผ")
latex_iframe = gr.HTML(value='<iframe src="https://www.mathjax.org/#demo" style="width: 100%; height: 700px; border: 2px solid #007bff; border-radius: 8px;"></iframe>', elem_id="latex_iframe")
# ์˜ˆ์ œ ์ด๋ฏธ์ง€๋ฅผ ์ž…๋ ฅ์œผ๋กœ ํ•˜๋Š” Examples ์ปดํฌ๋„ŒํŠธ ์ถ”๊ฐ€
examples = gr.Examples(examples=[["ko.png"], ["en.png"]], inputs=image_input, fn=process_and_output, outputs=outputs)
def process_and_output(image):
latex_result = get_latex_from_image_all_formats(image)
text_result = latex_result.get("text", "No result")
return text_result
submit_button.click(fn=process_and_output, inputs=image_input, outputs=outputs)
return demo
if __name__ == "__main__":
app = build_gradio_app()
app.launch()