Riot police on June 26 fired tear gas and stun grenades to disperse the crowd.
Turkish authorities have repeatedly banned Pride events in recent years. Before then, thousands of people used to take part in the parade in Taksim.
Those detained on June 26 included a person who told the police that their child can't sleep because of the sound of stun grenades.
The person was detained unlawfully from their home.