Spaces:
Sleeping
Sleeping
File size: 600 Bytes
7a2d671 9f0b3aa 7a2d671 |
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 |
from fastai.text.all import *
import gradio as gr
learn = load_learner('model.pkl')
description = "Medical Diagnosis"
categories = (['Allergy', 'Anemia', 'Bronchitis', 'Diabetes', 'Diarrhea', 'Fatigue', 'Flu', 'Malaria', 'Stress'])
def classify_text(txt):
pred,idx,probs = learn.predict(txt)
return dict(zip(categories, map(float,probs)))
text = gr.Textbox(lines=2, label='Describe how you feel in great detail')
label = gr.outputs.Label()
intf = gr.Interface(fn=classify_text, inputs=text, outputs=label, examples=examples, description=description)
intf.launch(inline=False)
|