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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() |