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app.py
CHANGED
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@@ -53,10 +53,13 @@ def predict(data: dict):
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label_id = int(torch.argmax(probs).item())
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confidence = float(probs[label_id].item())
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return {
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"label": LABEL_NAMES.get(label_id, f"Unknown({label_id})"),
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"confidence": round(confidence, 4),
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"label_id": label_id,
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}
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label_id = int(torch.argmax(probs).item())
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confidence = float(probs[label_id].item())
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all_probs = {str(i): round(float(probs[i].item()), 4) for i in range(len(probs))}
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return {
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"label": LABEL_NAMES.get(label_id, f"Unknown({label_id})"),
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"confidence": round(confidence, 4),
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"label_id": label_id,
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"all_probs": all_probs,
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}
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