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Efficient video annotation with visual interpolation and frame selection guidance
[article]
2020
arXiv
pre-print
We introduce a unified framework for generic video annotation with bounding boxes. Video annotation is a longstanding problem, as it is a tedious and time-consuming process. We tackle two important challenges of video annotation: (1) automatic temporal interpolation and extrapolation of bounding boxes provided by a human annotator on a subset of all frames, and (2) automatic selection of frames to annotate manually. Our contribution is two-fold: first, we propose a model that has both
arXiv:2012.12554v1
fatcat:o6z22kew4fhdjeb2ot2ogpy5zq