Spaces:
Runtime error
Runtime error
File size: 520 Bytes
a103242 |
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
learn = load_learner('model.pkl')
labels = learn.dls.vocab
def predict(img):
pil_img = PILImage.create(img)
pred, pred_idx, probs = learn.predict(pil_img)
result = {}
for label_idx, label in enumerate(labels):
result[label] = float(probs[label_idx])
return result
gr.Interface(
fn=predict,
inputs=gr.inputs.Image(shape=(512, 512)),
outputs=gr.outputs.Label(num_top_classes=3),
examples=['border_collie.jpg'],
).launch() |