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Update app.py
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app.py
CHANGED
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@@ -32,10 +32,14 @@ def detect_objects(image, score_threshold):
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for score, label, box in zip(scores, labels, boxes):
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if score >= score_threshold: # Only draw if score is above threshold
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box = [round(i, 2) for i in box.tolist()]
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label_name = "Pneumonia" if label.item() == 0 else "
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draw.rectangle(box, outline="red", width=3)
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draw.text((box[0], box[1]), f"{label_name}: {round(score.item(), 3)}", fill="red")
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labels_output.append(f"{label_name}: {round(score.item(), 3)}")
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return image, "\n".join(labels_output)
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for score, label, box in zip(scores, labels, boxes):
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if score >= score_threshold: # Only draw if score is above threshold
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box = [round(i, 2) for i in box.tolist()]
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label_name = "Pneumonia" if label.item() == 0 else "No detection"
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draw.rectangle(box, outline="red", width=3)
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draw.text((box[0], box[1]), f"{label_name}: {round(score.item(), 3)}", fill="red")
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labels_output.append(f"{label_name}: {round(score.item(), 3)}")
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# If no objects detected, append "No detection"
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if not labels_output:
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labels_output.append("No detection")
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return image, "\n".join(labels_output)
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