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from fastcore.all import *
from fastai.vision.all import *
import numpy as np
import gradio as gr
import cv2
def isbird(image):
#加载模型
learn = load_learner('./export.pkl')
#预测下一张图片
is_bird,_,probs = learn.predict(image)
print(f"This is a: {is_bird}.")
is_bird =str(f"This is a: {is_bird}.")
print(f"Probability it's a bird: {probs[0]:.4f}")
probability=str(f"Probability it's a bird: {probs[0]:.4f}")
return is_bird,probability
demo = gr.Interface(fn=isbird,
inputs="image",
outputs="text",
title="Is this a bird?",)
demo.launch()
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