Spaces:
Sleeping
Sleeping
File size: 744 Bytes
40e0f09 12627df ed36f2c 40e0f09 0948e6d 40e0f09 |
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 30 31 32 33 34 35 36 37 |
import gradio as gr
from fastai.vision.all import *
# def greet(name):
# return "Hello " + name + "!!"
# demo = gr.Interface(fn=greet, inputs="text", outputs="text")
# demo.launch()
im = PILImage.create('victory.jpg')
im
learn = load_learner('clean_model.pkl')
learn.predict(im)
categories = ('victory hand sign photo','thumbs up human hand', 'thumbs down human hand')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return(dict(zip(categories,map(float,probs))))
print(classify_image(im))
##
image = gr.Image(width=500, height = 256)
label = gr.Label()
examples = ['victory.jpg']
intf = gr.Interface(fn = classify_image, inputs = image, outputs = label, examples = examples)
intf.launch(inline = False)
|