Answer: No because some physical changes produce color changes.
Explanation:-
A physical reaction is defined as the reaction in which a change in shape, size takes place. No new substance gets formed in these reactions.
Example: Addition of food colors to water is a physical process and lead to color change
A chemical reaction is defined as the reaction in which a change in chemical composition takes place. A new substance is formed in these reactions.
Example: Oxidation of magnesium leads to formation of white magnesium oxide and is a chemical change.
[tex]2Mg+O_2\rightarrow 2MgO[/tex]