Spaces:
Runtime error
Runtime error
File size: 531 Bytes
a4aacd5 437f6c4 c55a546 f84f0d2 437f6c4 c55a546 437f6c4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 |
from fastai import *
import gradio as gr
def is_dobby(x): return x[0].isupper()
learn = load_learner("model.pkl")
categories = ('Dobby','Gollum')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
examples = ["dobby.jpg","gollum.jpg","dobby1.jpg","dobby2.jpg","gollum1.jpg"]
intf = gr.Interface(fn=classify_image, inputs= image, outputs= label, examples=examples)
intf.launch(inline= False)
|