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Update app.py

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  1. app.py +1 -18
app.py CHANGED
@@ -1,21 +1,4 @@
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  import gradio as gr
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- from transformers import AutoTokenizer, AutoModelForSequenceClassification
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- import torch
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- # Cargar el modelo desde Hugging Face
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- modelo = AutoModelForSequenceClassification.from_pretrained("Devarshi/Brain_Tumor_Classification")
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- tokenizer = AutoTokenizer.from_pretrained("Devarshi/Brain_Tumor_Classification")
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-
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- # Definir la funci贸n de inferencia
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- def clasificar_tumor(texto):
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- inputs = tokenizer(texto, return_tensors="pt")
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- outputs = modelo(**inputs)
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- logits = outputs.logits
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- return torch.argmax(logits).item()
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-
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- # Definir la interfaz gr谩fica
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- interfaz = gr.Interface(fn=clasificar_tumor, inputs="text", outputs="text")
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-
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- # Lanzar la interfaz
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- interfaz.launch()
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  import gradio as gr
 
 
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+ gr.load("models/Devarshi/Brain_Tumor_Classification").launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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