In cricket, a ‘delivery’ consists of a bowler’s run-up, followed by the ball being bowled, addressed appropriately by the batsman, and finally fielded and returned. Current methods for segmenting cricket videos rely on manual textual descriptions in commentaries to identify events. Our work automatically segments broadcast video into meaningful entities. This enables a query from a bowling coach such as “Show all deliveries faced by Tendulkar,” returning results in video segments consisting of, say, “the third ball of the first over, the fifth and sixth balls of the second over,” and so on.