Days after the court said the right to privacy was a fundamental one, community members expressed the hope it would lead to the end of Section 377, which criminalises homosexuality.
But along with that, said Rohit Khumanthem, a transgender beauty queen from Manipur, people's attitudes needed to change.
"Acceptance by society is the first step towards the community's empowerment. And for that, people must believe that transgenders are humans like them," Khumanthem said.
"People must know who we actually are and how we live our daily lives. They have to be sensitised. Only then will they start accepting us," she told PTI.
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The 22-year-old was here to participate in the recently held 'Miss Transqueen India 2017', the country's first beauty pageant for transgenders.
Founded by Reena Rai, the event not only aimed at giving the community a platform to showcase talent and beauty, but also to create a forum for advocating their concerns.
"If one goes by the Supreme Court's judgement, the community might soon be able to get proper education and employment and live a dignified life," she said.
Under its verdict making privacy a fundamental right, the Supreme Court, however, clarified that since the challenge to Section 377 was pending before another bench of the apex court, it would leave the constitutional validity to be decided in an "appropriate proceeding".
Rai added that the key to achieving the goal was "a change in mindsets".
Eliza, born Abomcha Ngangom, believed the process of empowerment had begun, but social ostracism came in the way of progress.
The transgender, who also took part in the beauty pageant, recalled how her parents used to worry over her fondness for "girly things" when she was a child.
Now a beautician running a successful parlour, Eliza said she was "tortured" by her family after she visited a women's beauty salon in class 8.
"We have had to struggle right from the time we came out about our sexuality. We have had to fight not just society, but also our parents," said Namita, a 26-year-old transgender make-up artist.
But members of the community today were not just beggars or sex workers, she pointed out.
"They are becoming inspectors and principals," she said, alluding to K Prithika Yashini, India's first transgender sub-inspector, and Manabi Bandyopadhay, the first college principal from the community.
About 1500 people from the community took part in the pageant, the first of its kind here. The winner, Nitasha from Kolkata, will now represent India in the Miss International TransQueen in Thailand.
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