dobbyorgollum / app.py
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Update app.py
f19380d
from fastai.vision.all import *
import gradio as gr
learn = load_learner("model.pkl")
categories = ('Dobby','Gollum')
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 = ["dobby.jpg","gollum.jpg","dobby1.jpg","dobby2.jpg","gollum1.jpg"]
intf = gr.Interface(fn=classify_image, inputs= image, outputs= label, examples=examples)
intf.launch(inline= False)