Spaces:
Sleeping
Sleeping
File size: 482 Bytes
3a5a7b3 8415311 3a5a7b3 24ebe49 3a5a7b3 b9390b5 3a5a7b3 c6e2e3d 3a5a7b3 b9390b5 3a5a7b3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 |
from fastai.vision.all import *
import gradio as gr
learn = load_learner("export.pkl")
categories = ("grizzly", "black", "teddy")
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 = ["grizzly.jpg", "black.jpg", "teddy.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|