Nexus-VLM Auto-Annotation Studio
Nexus-VLM Auto-Annotation Studio is a professional data labeling tool for robotics ML engineers. Upload images or video clips and let Claude 3.7 Sonnet automatically analyze each frame. Generates structured JSON annotations per frame including a natural language description, a category label from a user-editable taxonomy, and a numeric category ID — ready for RRD/episode replay datasets. Supports batch video processing with configurable frame sampling intervals. Exports all annotations as a single downloadable JSON file. Features a three-panel workspace layout: media upload and playback, annotated frame viewer with label overlays, and live JSON output with monospace formatting.
Created by neginhdr
