File size: 503 Bytes
58641bd 41b8392 58641bd de18024 58641bd f87eb04 41b8392 9486d72 de18024 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 |
from fastai.vision.all import *
import gradio as gr
def is_cat(x): return 'cat' in x[0].isupper()
learn = load_learner('model.pkl')
categories = ['Cat', 'Dog']
def classify_image (img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(224, 224))
label = gr.outputs.Label()
examples = ["dog.jpg", "cat.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|