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Fix spelling typos
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@@ -427,7 +427,7 @@ the ROI, which will lead to accuracy improvement.
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Unfortunately, another problem occurs if we do that:
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if the rectangular ROI is near the border, a describing square will probably go
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out of the frame --- that leads to errors of the landmarks detector.
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To aviod such a mistake, we have to implement an algorithm that, firstly,
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To avoid such a mistake, we have to implement an algorithm that, firstly,
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describes every rectangle by a square, then counts the farthest coordinates
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turned up to be outside of the frame and, finally, pads the source image by
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borders (e.g. single-colored) with the size counted. It will be safe to take
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