Spaces:
Runtime error
Runtime error
Delete app.py
Browse files
app.py
DELETED
|
@@ -1,23 +0,0 @@
|
|
| 1 |
-
from fastai.vision.all import load_learner, PILImage
|
| 2 |
-
import gradio as gr
|
| 3 |
-
|
| 4 |
-
# Cargar el modelo
|
| 5 |
-
learn = load_learner("model.pkl")
|
| 6 |
-
labels = learn.dls.vocab
|
| 7 |
-
|
| 8 |
-
# Función de predicción
|
| 9 |
-
def predict(img):
|
| 10 |
-
img = PILImage.create(img)
|
| 11 |
-
pred, pred_idx, probs = learn.predict(img)
|
| 12 |
-
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
| 13 |
-
|
| 14 |
-
# Crear la interfaz Gradio
|
| 15 |
-
demo = gr.Interface(
|
| 16 |
-
fn=predict,
|
| 17 |
-
inputs=gr.Image(type="filepath"),
|
| 18 |
-
outputs=gr.Label(num_top_classes=3),
|
| 19 |
-
title="Lab Utensils Classifier",
|
| 20 |
-
description="Clasificador de utensilios de laboratorio"
|
| 21 |
-
)
|
| 22 |
-
|
| 23 |
-
demo.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|