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OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
Created
2020-08-29
309 commits to master branch, last one about a year 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 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
19 commits to main branch, last one 4 months 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 about a year ago
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
Created
2021-03-11
15 commits to master branch, last one 3 years ago
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
Created
2022-07-19
35 commits to main branch, last one about a year ago
[ICCV 2021] Instances as Queries
Created
2021-05-06
57 commits to main branch, last one about a year ago
Mask-Free Video Instance Segmentation [CVPR 2023]
Created
2023-03-16
17 commits to main branch, last one about a year ago
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight
Created
2021-11-24
50 commits to main branch, last one 2 years ago
SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)
Created
2021-12-15
18 commits to main branch, last one 2 years 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
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
Created
2020-07-27
56 commits to master branch, last one 3 years ago
Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
Created
2022-03-21
19 commits to main branch, last one 2 years ago
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)
Created
2019-12-19
20 commits to master branch, last one 2 years ago
Code release for "UniVS: Unified and Universal Video Segmentation with Prompts as Queries" (CVPR2024)
Created
2024-02-20
68 commits to main branch, last one 3 months ago
DVIS: Decoupled Video Instance Segmentation Framework
Created
2023-05-05
20 commits to main branch, last one 11 months ago
This repository has no description...
Created
2023-11-14
7 commits to main branch, last one 8 months ago
DeVIS: Making Deformable Transformers Work for Video Instance Segmentation
Created
2022-04-22
27 commits to master branch, last one about a year ago
Awesome video instance segmentation papers
Created
2024-01-19
53 commits to master branch, last one 4 days ago
Code release for "STMask: Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation"(CVPR2021)
Created
2021-03-18
22 commits to main branch, last one 3 years ago