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Update app.py
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import zipfile
import gradio as gr
import tensorflow as tf
from transformers import pipeline
import tensorflow_text as text
pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-tr-en")
reloaded_model = tf.saved_model.load('./')
def main(input):
pure_out = reloaded_model.predict(pipe(input))
out = tf.argmax(pure_out)
labels = ['Visual', 'Kinesthetic', 'Auditory']
outS = []
index = out.index(1)
label = labels[index]
outS.append(label)
return outS[0]
iface = gr.Interface(fn=main, inputs="text", outputs="text")
iface.launch()