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

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

Our great sponsors
  • InfluxDB - Access the most powerful time series database as a service
  • Sonar - Write Clean Python Code. Always.
  • SaaSHub - Software Alternatives and Reviews
  • Unicorn

    [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

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

    Have you check XMem?

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts