File size: 498 Bytes
7593d97 398e7c5 7593d97 398e7c5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
import gradio as gr
from fastai.vision.all import load_learner
learn = load_learner("export.pkl")
categories = ("black", "grizzly", "teddy")
def classify_image(img):
_, _, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ["black.jpg", "grizzly.jpg", "teddy.jpg"]
iface = gr.Interface(
fn=classify_image, inputs="image", outputs="text", examples=examples
)
iface.launch()
|