app.py

from fastai.vision.all import *
import gradio as gr

categories = ('woman','trans')
learn = load_learner('export.pkl')
def is_woman(x):
    woman, idx, probs = learn.predict(x)
    return dict(zip(categories, map(float, probs)))


image = gr.components.Image()
label = gr.components.Label()

iface = gr.Interface(fn=is_woman, inputs=image, outputs=label)
iface.launch(inline=False)