Antonyms often describe contrasting qualities, such as clarity versus opacity.
The antonym of "TRANSPARENT" is a word signifying "impervious to light" or "impenetrable to sight."
Therefore, the word that is opposite in meaning to "TRANSPARENT" is Opaque.