Police are investigating after a man failed to stop his car for officers in Leeds Road, Laisterdyke shortly before noon today.
He was believed to have got out of the red Honda Saloon at Peel Park and headed on foot towards Otley Road.
The man was described as white, of slim build and was wearing a black tracksuit top.
The West Yorkshire Helicopter was assisting in the search.
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