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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"
}
# ํด๋น ๋ถ๋ถ์ ["text"]๋ก ๋ณ๊ฒฝํ์ฌ formats๋ฅผ ๋ฆฌ์คํธ๋ก ์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 ๋ณ์๋ ์ฌ์ฉํ์ง ์์ผ๋ฏ๋ก ์ ๊ฑฐํ์ฌ ์ฝ๋๋ฅผ ๋จ์ํ
return result
def build_gradio_app(css=css):
with gr.Blocks() as demo:
with gr.Row():
image_input = gr.Image(type="pil", label="์ด๋ฏธ์ง ์
๋ก๋")
submit_button = gr.Button("๋ณํํ๊ธฐ")
# ๋จ์ผ ์ถ๋ ฅ์ ์ํด outputs ๋ถ๋ถ์ ๋จ์ํ
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")
# ์์ ์ด๋ฏธ์ง๋ฅผ ์
๋ ฅ์ผ๋ก ํ๋ Examples ์ปดํฌ๋ํธ ์ถ๊ฐ
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() |