Spaces:
Sleeping
Sleeping
File size: 686 Bytes
e531edf 0b577c3 e531edf 0b577c3 e531edf |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 |
# -*- coding: utf-8 -*-
"""deploy-model-gradio.ipynb
Original file is located at
https://colab.research.google.com/drive/1vMT0nd-CxKVMAA5RUePxsjX75oiipW7y
"""
#|export
from fastai.vision.all import *
import gradio as gr
#|export
learn = load_learner('model.pkl')
#|export
categories = ("kiwi", "manzana", "platano")
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
#|export
image = gr.inputs.Image(shape=(224,224))
label = gr.outputs.Label()
examples = ["manzana.jpg", "kiwi.jpg", "platano.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|