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a0adf3d acbc0a7 4179b13 dc76507 4179b13 dc76507 4179b13 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | pip install fastai
from fastai.vision.all import *
import skimage
import gradio as gr
learn = load_learner('export.pkl')
categories = ('grizzly','black','teddy')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
title = "Grizzly, Teddy, or Black Bear Classifer"
description = "A classifier trained on bears from a ddg dataset"
examples = ["teddybear.jpg"]
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs. Label()
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples, title =title, description=description)
intf.launch(inline=False, share=True)
enable_queue=True |