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.
The era of the Kardashian-style, perfectly lit, airbrushed content is waning. The "iPhone camera, one take, no script" aesthetic is dominating. Authenticity—or the perception of authenticity—is the currency of trust. Viewers are exhausted by ads disguised as advice. They want raw, loud, sometimes offensive, but genuine entertainment.
The traditional model of entertainment relied on "push" marketing (producers pushing content to consumers). The modern model is a "pull" system driven by machine learning. Key features include: cumlouder 0 new
This shift means that entertainment is now fractal: there is no single "trend," but thousands of overlapping niche trends (e.g., #BookTok, #CleanTok, #GamingMontage) that occasionally explode into mainstream consciousness. The era of the Kardashian-style, perfectly lit, airbrushed
Stop trying to create trends; join existing conversations. The concept of "community jacking" involves inserting your unique perspective into a trending format. If there is a trending audio about "failing," a plumber can use that audio to talk about a pipe burst. The format is familiar; the application is fresh. This shift means that entertainment is now fractal:
The dominance of vertical, 15-to-60-second videos has produced distinct psychological patterns:
Modern trending content isn't passive; it is a template. Think of the “Get Ready With Me” (GRWM) format or the “POV” (Point of View) skits. These formats invite replication. A piece of content trends not because millions watch it, but because millions duet it, stitch it, or copy its audio. The most durable trends are participatory, turning viewers into creators.
Sama provides ML Professionals and AI team Leads with an indispensable solution for Computer Vision data labeling.
