import gradio as gr
import pandas as pd
from deepface import DeepFace

def analyze(img_path):
    face_analysis = DeepFace.analyze(img_path = img_path)
    return pd.DataFrame(face_analysis)

def main():
    demo = gr.Interface(
        fn=analyze, 
        inputs=gr.Image(type="filepath", source="webcam"), 
        outputs="dataframe"
    )
    demo.launch()

if __name__ == "__main__":
    main()