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Update app.py
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app.py
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@@ -3,14 +3,14 @@ import gradio as gr
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from pathlib import Path
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import zipfile
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# Extraer dataset.zip al
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with zipfile.ZipFile("dataset.zip", 'r') as zip_ref:
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zip_ref.extractall(".") # crea la carpeta dataset/
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# Ruta relativa al dataset extraído
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path = Path("dataset")
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# Crear DataLoaders desde las
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dls = ImageDataLoaders.from_folder(
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path,
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valid_pct=0.2,
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@@ -20,7 +20,7 @@ dls = ImageDataLoaders.from_folder(
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# Cargar el modelo .pth
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learn = vision_learner(dls, resnet34)
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learn.load("model_lab") # si lo
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# Tomar automáticamente las clases desde los DataLoaders
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labels = learn.dls.vocab
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@@ -40,3 +40,4 @@ demo = gr.Interface(
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)
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demo.launch()
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from pathlib import Path
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import zipfile
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# Extraer dataset.zip al inicio
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with zipfile.ZipFile("dataset.zip", 'r') as zip_ref:
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zip_ref.extractall(".") # crea la carpeta dataset/ directamente
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# Ruta relativa al dataset extraído
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path = Path("dataset")
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# Crear DataLoaders desde las subcarpetas de clases
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dls = ImageDataLoaders.from_folder(
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path,
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valid_pct=0.2,
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# Cargar el modelo .pth
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learn = vision_learner(dls, resnet34)
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learn.load("model_lab") # si lo pusiste en models/, usar "models/model_lab"
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# Tomar automáticamente las clases desde los DataLoaders
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labels = learn.dls.vocab
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)
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demo.launch()
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