bear_classifier / app.py
Mr-DG-Wick
modified app.py and added model.pkl
94e3e3a
import gradio as gr
from fastai.vision.all import *
learn = load_learner('model.pkl')
categories = ("Grizzly", "Black", "Teddy")
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()
iface = gr.Interface(fn=classify_image, inputs=image, outputs=label)
iface.launch(inline=False)