Transgender soldiers are suing President Trump over the administration's ban on transgender people serving in the military.

"This action, brought on behalf of transgender individuals, seeks to ensure that all qualified Americans have an equal opportunity to serve in the United States military, that transgender individuals are free from arbitrary and invidious discrimination and that the constitutional rights of transgender individuals to autonomy, privacy and freedom of expression are respected and protected," the suit says.

The complaint was brought by transgender people who have taken steps to enlist in the military and other openly transgender active service members, according to a BuzzFeed reporter.

It says the directive from Trump denies them "equal protection of the laws, their right to freedom of expression, and their right to liberty and privacy."

JUST IN: Transgender soldiers and those seeking to enlist in military sue Trump over trans military ban. https://t.co/qRNXBoXzzP pic.twitter.com/cxZBjRHgM2 — Dominic Holden (@dominicholden) September 5, 2017

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Trump last month signed a presidential memo instructing the Defense Department to stop accepting transgender people who want to enlist in the military.

Trump's memo bars transgender people from enlisting, but instructs Secretary of Defense James Mattis James Norman MattisBiden courts veterans amid fallout from Trump military controversies Trump says he wanted to take out Syria's Assad but Mattis opposed it Gary Cohn: 'I haven't made up my mind' on vote for president in November MORE to further explore how to handle transgender people currently serving in the armed forces.

It orders the Pentagon to stop paying for sex reassignment surgeries, except in cases that are already in progress to "protect the health of an individual."

It also says the Pentagon should develop an implementation plan for the ban by Feb. 21, 2018, to be put into place on March 23, 2018.

The memo came after Trump's previous Twitter announcement that he would ban transgender people from serving in the U.S. military.

This is not the first suit filed against the administration since the Twitter announcement.

The National Center for Lesbian Rights and GLBTQ Legal Advocates & Defenders (GLAD) filed a lawsuit in the U.S. District Court for the District of Columbia on behalf of five transgender service members, and the American Civil Liberties Union (ACLU) announced a suit following the presidential memo.