Worked on enhancing video processing capabilities and dataset integration within the voxel51/fiftyone and voxel51/fiftyone-plugins repositories. Focused on improving unit testing for video workflows by adding parameters to limit processed frames and ensuring detection assertions in the final frame, which increased test reliability. Integrated new video segmentation datasets into the FiftyOne Zoo, broadening data coverage for users and supporting more comprehensive video analysis tasks. Utilized Python for both feature development and unit testing, with Markdown used for documentation updates. The work emphasized robust data integration and thorough testing practices, contributing to more reliable and versatile video processing pipelines for users.