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import gradio as gr
import tensorflow as tf
from keras.models import model_from_json
model = tf.keras.models.load_model('model')
image_size = 250
def predict_image(img):
img_4d=img.reshape(-1,image_size,image_size,3)
prediction=model.predict(img_4d, verbose=0)[0]
print(prediction)
return {"Victoria": float(prediction[i]) for i in range(1)}
image = gr.inputs.Image(source="webcam", shape=(image_size,image_size))
label = gr.outputs.Label(num_top_classes=1)
gr.Interface(fn=predict_image, inputs=image, outputs=label,interpretation='default').launch(debug='True')