Spaces:
Sleeping
Sleeping
File size: 514 Bytes
a322e29 531af33 a322e29 531af33 a322e29 531af33 a322e29 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
from fastai.vision.all import *
import gradio as gr
from fastai.vision.all import *
def is_cat(x): return x[0].isupper()
learn = load_learner('model.pkl')
categories = ('Dog', 'Cat')
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.Image(width=192, height=192)
label = gr.Label()
examples = ['dog.jpg', 'cat.png']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|