Spaces:
Runtime error
Runtime error
File size: 651 Bytes
7971144 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
from fastai.vision.all import *
import gradio as gr
model_path = 'export.pkl'
if '\\' in model_path:
model_path = Path(PureWindowsPath(model_path))
learn = load_learner(model_path)
categories = ('edible', 'poisonous')
def classify_image(img):
img = PILImage.create(img)
img = img.resize((192, 192))
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
image = gr.Image()
label = gr.Label()
examples = ['ivy berries.jpg', 'bilberry.jpg', 'hollyberries.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |