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import gradio as gr
from transformers import pipeline
from funciones import transcribe, clasificacion, clasifica_imagen
demo = gr.Blocks()
with demo:
gr.Markdown("Clasificacion de Audio a Sentimientos")
with gr.Tabs():
with gr.TabItem("Transcribe Audio en espanol"):
with gr.Row():
audio = gr.Audio(source="microphone",type="filepath")
transcripcion = gr.Textbox()
boton1 = gr.Button('Transcribe pofis :3')
with gr.TabItem("Analisis de Sentimientos"):
with gr.Row():
text = gr.Textbox()
label = gr.Label()
boton2 = gr.Button('Clasifica el sentimiento ')
with gr.TabItem("Clasificacion de Imagenes"):
with gr.Row():
img = gr.Image(shape = (224,224))
tipo = gr.Label(num_top_classes = 3)
boton3 = gr.Button('Clasifica la imagen ')
boton1.click(transcribe,inputs = audio,outputs= transcripcion)
boton2.click(clasificacion,inputs=text, outputs=label)
boton3.click(clasifica_imagen,inputs=img,outputs=tipo)
demo.launch() |