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Top 4 video-instance-segmentation open source projects

QueryInst

Instances as Queries (ICCV 2021)

✭ 325

python computer-vision instance-segmentation mmdetection video-instance-segmentation

SeqFormer

SeqFormer: a Frustratingly Simple Model for Video Instance Segmentation

✭ 230

python Cuda C++shell transformer-architecture video-instance-segmentation

pcan

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

✭ 294

python shell tracking computer-vision segmentation mots video-instance-segmentation multi-object-tracking-segmentation neurips-2021

UniTrack

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

✭ 293

python C++c java cython CMake object-tracking multi-object-tracking single-object-tracking tracking-by-detection video-object-segmentation multi-object-tracker pose-tracking video-object-tracking video-instance-segmentation multi-object-tracking-segmentation multi-object-track

1-4 of 4 video-instance-segmentation projects