File size: 598 Bytes
5b2791d c8974d7 5b2791d c8974d7 5b2791d 6fd0264 5b2791d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
# Cell
from fastai.vision.all import *
from huggingface_hub import push_to_hub_fastai, from_pretrained_fastai
import gradio as gr
def is_cat(x): return x[0].isupper()
# Cell
learn = from_pretrained_fastai("fastai/cat_or_dog")
# Cell
categories = ('Dog', 'Cat')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
# Cell
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ['perro.jpeg', 'gato.jpeg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch() |