Premise: "A short-haired brunette woman is carrying what looks to be a paintbrush and a small girl."
Hypothesis: "A father and son are going to paint."
Do we know that the hypothesis entailed by the premise? Let's be accurate as possible and think first.
A woman is not a father and sons are not small girls. Final answer: no.