Spaces:
Running
Running
File size: 446 Bytes
6855de5 a9d743c 6855de5 a9d743c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
from fastai.vision.all import *
import gradio as gr
l2 = load_learner('model.lrn')
categories = ('Dog', 'Cat')
def classify_image(img):
pred,idx,probs = l2.predict(img)
return dict(zip(categories, map(float,probs)))
image = gr.inputs.Image(shape=(128, 128))
label = gr.outputs.Label()
examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch()
|