[R] Unicorn: 🦄 : Towards Grand Unification of Object Tracking(Video Demo)

• Unicorn

  7 894 5.4 Python

  [ECCV'22 Oral] Towards Grand Unification of Object Tracking (by MasterBin-IIAU)

  Brief Overview We present a unified method, termed Unicorn, that can simultaneously solve four tracking problems (SOT, MOT, VOS, MOTS) with a single network using the same model parameters. For the first time, we accomplished the great unification of the tracking network architecture and learning paradigm. Unicorn performs on-par or better than its task-specific counterparts in 8 tracking datasets, including LaSOT, TrackingNet, MOT17, BDD100K, DAVIS16-17, MOTS20, and BDD100K MOTS. Our work is accepted to ECCV 2022 as an oral presentation ! Paper: https://arxiv.org/abs/2207.07078 Code: https://github.com/MasterBin-IIAU/Unicorn

• XMem

  10 1,187 7.9 Python

  [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

  Have you check XMem?

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