Spaces:
Runtime error
Runtime error
File size: 609 Bytes
57b106d ba9378b 53e027c f522bd2 ba9378b 57b106d 53e027c |
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
import pathlib
plt = platform.system()
if plt == 'Linux': pathlib.WindowsPath = pathlib.PosixPath
learn = load_learner('model.pkl')
categories = ('Star Trek', 'Star Wars')
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.components.Image(shape=(192, 192))
label = gr.components.Label()
examples = ['sample1.jpg', 'sample2.jpg', 'sample3.jpg', 'sample4.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |