File size: 469 Bytes
e5ed7f7 0c414e0 343563e 0c414e0 343563e 0c414e0 343563e 0c414e0 343563e 0c414e0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | import fastai
from fastai.vision.all import*
import gradio as gr
def is_cat(x):returnx[0].isupper()
learn=load_learner('model.pkl')
categories=('Dogs','Cats')
def classify_img(img):
pred,idx,probs=learn.predict(img)
return dict(zip(categories,map(float,probs)))
image =gr.inputs.Image(shape=(192,192))
label =gr.outputs.Label()
example=['dog.jpg']
intf=gr.Interface(fn=classify_img,inputs=image,outputs=label,examples=example)
intf.launch(inline=False) |