Duke-Hacks

This capability enables the extraction and analysis of individual frames from local video files. It facilitates object detection by interfacing with visual recognition models to identify and categorize entities within each frame of a video sequence.

Computer vision engineers, data scientists, and researchers focused on visual media analysis benefit from this capability. It is designed for technical users who need to process raw video data into structured detection outputs for model training or visual auditing.

Execution requires a local environment configured with the necessary visual recognition dependencies and access to the Roboflow ecosystem. Users must provide local video source files and ensure their environment supports the required image processing libraries to handle frame-by-frame extraction.