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We are proud to offer the Sama-Coco dataset, a relabelling of the Coco-2017 dataset by our own in-house Sama associates (here’s more information about our people!). We invite the Machine Learning (ML) community to use it for anything you would like to do – all free of charge and ungated.

This is part of our ongoing effort to redefine data quality for the modern age, and to contribute to the wider research and development efforts of the ML community. Here are the ungated links to the two datasets (both covered by the Creative Commons license) so that you can get started right away.

Sama Coco DatasetAbstract background shapes

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Proposing to expand on or current legislative landscapes based on your goals.

To fully understand transgender integration into LGBTQ+ culture, one must distinguish between gender identity and sexual orientation. Sexual orientation concerns whom a person is attracted to (e.g., lesbian, gay, bisexual). Gender identity concerns a person’s internal, deeply felt sense of being male, female, a blend of both, or neither (e.g., transgender, non-binary, agender). shemale tranny tube

: The essential nature of this activism remains the same: a fight for basic recognition, safety, and the acknowledgment of human rights . Community Dynamics and Digital Spaces Proposing to expand on or current legislative landscapes

An increasing number of individuals identify outside the traditional gender binary, introducing widespread use of gender-neutral pronouns like they/them, ze/hir, or neopronouns. Gender identity concerns a person’s internal, deeply felt

Trans people face higher rates of workplace discrimination and housing instability compared to cisgender gay and lesbian individuals.

Originating in Harlem during the late 20th century, the Ballroom subculture was created by Black and Latino transgender and queer youth as a safe haven from racism and transphobia. This underground culture birthed "voguish" dance styles, unique runway categories, and linguistic terms—such as "spilling tea," "throwing shade," and "work"—that are now staples of everyday global vernacular. Shows like Pose and RuPaul’s Drag Race have brought these elements into the mainstream, showcasing the creative genius of trans pioneers. Media Representation

One of the first uprisings occurred in Los Angeles, where trans people and drag queens threw doughnuts at police to protest random arrests.