Spaces:
Runtime error
Runtime error
File size: 559 Bytes
2913642 48c9f11 2913642 9c79edf 48c9f11 2913642 48c9f11 2913642 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 |
from fastai.vision.all import *
import gradio as gr
import timm
import pathlib
plt = platform.system()
if plt == 'Windows': pathlib.PosixPath = pathlib.WindowsPath
learn = load_learner('breed_model.pkl')
categories = learn.dls.vocab
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image((192, 192))
label = gr.outputs.Label()
examples = ['basset.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |