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Fix shape unpacking ((height, width), not (w, h)).
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@@ -33,7 +33,7 @@ ax2.set_title('image')
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# highlight matched region
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xy = np.unravel_index(np.argmax(result), result.shape)[::-1] #-1 flips ij to xy
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wface, hface = head.shape
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hface, wface = head.shape
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rect = plt.Rectangle(xy, wface, hface, edgecolor='r', facecolor='none')
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ax2.add_patch(rect)
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