File size: 385 Bytes
f5aca6b d21d2c0 f5aca6b d21d2c0 f5aca6b |
1 2 3 4 5 6 7 8 9 10 11 12 |
from fastai.vision.all import *
import gradio as gr
learn = load_learner('trombones.pkl')
categories = learn.dls.vocab
def predict(img):
img = PILImage.create(img)
pred, pred_idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(224, 224)), outputs=gr.outputs.Label()).launch(inline=False) |