app.py

# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.

# %% auto 0
__all__ = ['learn', 'categories', 'Image', 'label', 'examples', 'interface', 'is_man', 'classify_image']

# %% app.ipynb 1
from fastai.vision.all import *
import gradio as gr

def is_man(x): return x[0].isupper()

# %% app.ipynb 3
learn = load_learner('sex.pkl')

# %% app.ipynb 5
categories = ("man", "girl")

def classify_image(img):
    pred, idx, probs = learn.predict(img)
    return dict(zip(categories, map(float,probs)))

# %% app.ipynb 7
Image = gr.Image()
label = gr.Label()
examples = ['girl1.jpeg', 'man1.jpeg']

interface = gr.Interface(
    fn=classify_image,
    inputs=Image,
    outputs=label,
    examples=examples)

interface.launch()