this.video module is part of the "all.this" family, this.video standardizes video content for machine learning, ensuring seamless integration and interoperability. As part of the neurons.me ecosystem, it transforms raw video into structured, ML-ready formats for efficient processing in AI models.

A framework for crowdsourcing insights from videos, integrating REDCap, AWS, and a content delivery network for dynamic video management and data collection. This repository includes tools for video preprocessing, survey setup, and AWS backend configuration.