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Update app.py
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app.py
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@@ -8,6 +8,29 @@ import torch
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# Cargar modelo desde Hugging Face Hub
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model_path = hf_hub_download(repo_id="PablitoGil14/AP-Practica3", filename="model.pkl")
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learn = load_learner(model_path)
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def segmentar(img: Image.Image):
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# Cargar modelo desde Hugging Face Hub
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model_path = hf_hub_download(repo_id="PablitoGil14/AP-Practica3", filename="model.pkl")
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class TargetMaskConvertTransform(ItemTransform):
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def __init__(self):
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pass
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def encodes(self, x):
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img,mask = x
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#Convert to array
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mask = np.array(mask)
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mask[(mask!=255) & (mask!=150) & (mask!=76) & (mask!=74) & (mask!=29) & (mask!=25)]=0
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mask[mask==255]=1
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mask[mask==150]=2
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mask[mask==76]=4
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mask[mask==74]=4
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mask[mask==29]=3
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mask[mask==25]=3
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# Back to PILMask
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mask = PILMask.create(mask)
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return img, mask
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learn = load_learner(model_path)
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def segmentar(img: Image.Image):
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