Label Episode
Frame-by-frame object bounding box annotation, Object tracking across multiple frames, Label classification (vehicles, persons, animals, static objects, etc.), Temporal event tagging within video sequences, Annotated hundreds to thousands of video clips (adjust if needed), Processed videos ranging from short clips (10–30 seconds) to longer surveillance-style recordings, Contributed to large-scale datasets consisting of thousands of annotated frames, Strict compliance with annotation guidelines and labeling protocols, Maintained high inter-annotator agreement scores, Conducted self-QA checks before submission, Incorporated reviewer feedback to reduce error rates, Ensured consistency across object classes and tracking continuity, Followed data privacy and confidentiality standards