Spaces:
Build error
Build error
File size: 499 Bytes
f31353f 43af43a f31353f 43af43a f31353f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
from fastai.vision.all import *
import gradio as gr
learn = load_learner("export.pkl")
categories = ('CT', 'MRI', "Ultrasound", "X-Ray")
def classify_image(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()
examples = ['mri.jpg','ct.jpg','ultrasound.jpg', 'xray.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |