Spaces:
Runtime error
Runtime error
File size: 676 Bytes
f89b49d b2c0b70 f89b49d b2c0b70 f89b49d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 |
from doctest import Example
import gradio as gr
from fastai.vision.all import *
# def greet(name):
# return "Hello " + name + "!!"
# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
# iface.launch()
def is_cat(x): return x[0].isupper()
learner = load_learner('model.pkl')
categories = ('Dog', 'Cat')
def classify_image(img):
pred, idx, probs = learner.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label
examples = ['dog.jpg', 'cat.jpg', 'catdog.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |