fa-bear-sandbox / app.py
jaypinedabengco
fix
51fdae5
import gradio as gr
from fastai.vision.all import *
examples = ['bear.jpeg']
learn = load_learner('./model.pkl')
def classify_image(img):
pred, pred_idx,probs = learn.predict(img)
return {k: '{:.04f}'.format(v) for k, v in zip(learn.dls.vocab, map(float, probs))}
iface = gr.Interface(fn=classify_image, inputs='image', outputs='label', examples=examples)
iface.launch(inline=False)