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Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.
Created
2023-04-12
234 commits to master branch, last one 12 months ago
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
Created
2019-03-04
12 commits to master branch, last one 5 years ago
An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for k...
Created
2023-04-16
133 commits to main branch, last one about a month ago
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
Created
2022-07-06
100 commits to main branch, last one 2 months ago
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
perception
unified-model
object-tracking
object-detection
instance-segmentation
single-object-tracking
multiple-object-tracking
video-object-segmentation
video-instance-segmentation
referring-expression-segmentation
multi-object-tracking-segmentation
referring-expression-comprehension
referring-video-object-segmentation
Created
2023-03-12
29 commits to master branch, last one 10 months ago
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
Created
2023-08-17
93 commits to main branch, last one 3 days ago
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
Created
2022-07-15
11 commits to master branch, last one about a year ago
[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale
tracking
open-world
foundation-model
object-detection
segment-anything
interactive-segmentation
open-vocabulary-detection
video-object-segmentation
zero-shot-object-detection
video-instance-segmentation
open-vocabulary-segmentation
referring-expression-segmentation
open-vocabulary-video-segmentation
referring-expression-comprehension
referring-video-object-segmentation
Created
2023-12-15
13 commits to main branch, last one 23 days ago
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
Created
2023-06-26
11 commits to main branch, last one 4 months ago
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
Created
2021-06-06
40 commits to main branch, last one 2 months ago
[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation
Created
2023-10-19
78 commits to main branch, last one 29 days ago
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
Created
2020-11-17
50 commits to main branch, last one 2 months ago
[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 an...
Created
2021-06-20
75 commits to main branch, last one 2 years ago
The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.
Created
2020-03-15
83 commits to master branch, last one about a year ago
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
Created
2019-03-28
68 commits to master branch, last one 3 years ago
[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
Created
2023-02-05
12 commits to master branch, last one 6 months ago
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
Created
2019-03-29
26 commits to master branch, last one about a year ago
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
Created
2019-08-12
54 commits to master branch, last one about a year ago
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020&TIP2021)
Created
2019-11-17
43 commits to master branch, last one 3 years ago
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
Created
2021-10-15
7 commits to main branch, last one 2 years ago
Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"
Created
2022-03-01
228 commits to main branch, last one 18 days ago
a transductive approach for video object segmentation
Created
2020-03-25
10 commits to master branch, last one 11 months ago
A tool for efficient semi-supervised video object segmentation (great results with minimal manual labor) and a dataset for benchmarking
Created
2022-11-16
136 commits to main branch, last one 6 months ago
A curated list of video object segmentation (vos) papers, datasets, and projects.
Created
2023-04-01
121 commits to master branch, last one 2 days ago
Code release for "UniVS: Unified and Universal Video Segmentation with Prompts as Queries" (CVPR2024)
Created
2024-02-20
65 commits to main branch, last one 2 days ago
[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.
Created
2021-03-09
24 commits to main branch, last one 3 months ago
Associating Objects with Transformers for Video Object Segmentation
Created
2021-06-04
64 commits to main branch, last one 2 months ago
Anchor Diffusion for Unsupervised Video Object Segmentation
Created
2019-08-14
6 commits to master branch, last one 3 years ago
2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation
Created
2021-03-08
83 commits to main branch, last one 8 months ago
The official implementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)
Created
2021-03-01
130 commits to master branch, last one 4 months ago