Spaces:
Runtime error
Runtime error
File size: 505 Bytes
72ff0ab 10a2318 0cd4245 10a2318 |
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
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.input.Image(shape=(192,192))
label = gr.outputs.Label()
examples = ['dog.jpg','cat.jpg','dunno.jpg']
intf = gr.Interface(fn=classify_image,inputs=image,output=label, examples= examples)
intf.launch(inline=false)
|