lightpost / app.py
LittleWing's picture
removed share=True from launch
854e1f1
from fastai.vision.all import *
import gradio as gr
def is_guitar(x): return x[0].isupper()
learn = load_learner('model.pkl')
catagories = ('Acoustic guitar','Violin', 'Chello')
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(catagories, map(float,probs)))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
intf.launch()