video-segmentation

There are 16 repositories under video-segmentation topic.

PaddlePaddle / PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation
Language:Python 8283
XMem
hkchengrex / XMem
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation
Language:Python 1598
hkchengrex / Tracking-Anything-with-DEVA
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
deep-learning iccv2023 object-tracking open-vocabulary-segmentation open-vocabulary-video-segmentation open-world-video-segmentation video-editing video-object-segmentation video-segmentation
Language:Python 1075
ayoolaolafenwa / PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deeplab deeplearning image-segmentation instance-segmentation machine-learning maskr-cnn object-detection pointrend pytorch segmentation semantic-segmentation tensorflow video-segmentation
Language:Python 1017
AngeLouCN / Min_Max_Similarity
A contrastive learning based semi-supervised segmentation network for medical image segmentation
contrastive-learning semi-supervised-learning medical-image-segmentation surgical-tools-segmentation medical-video-analysis video-segmentation
Language:Python 999
kmaninis / OSVOS-PyTorch
PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)
video-segmentation
Language:Python 562
STCN
hkchengrex / STCN
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
computer-vision deep-learning pytorch segmentation video-segmentation video-object-segmentation neurips-2021
Language:Python 523
hkchengrex / Cutie
[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation
computer-vision deep-learning pytorch segmentation video-editing video-object-segmentation video-segmentation cvpr2024
Language:Python 483
hkchengrex / MiVOS
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
computer-vision segmentation deep-learning pytorch cvpr2021 interactive-segmentation video-object-segmentation video-segmentation
Language:Python 450
SysCV / MaskFreeVIS
Mask-Free Video Instance Segmentation [CVPR 2023]
video-instance-segmentation weakly-supervised-learning weakly-supervised-segmentation annotation-efficient-learning video-segmentation instance-segmentation cvpr2023
Language:Python 350
carrierlxk / COSNet
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
attention-siamese-networks co-attention cvpr2019 object-segmentation segmentation video-object-segmentation video-segmentation
Language:Python 320
henghuiding / MOSE-api
[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
benchmark complex-environment dataset iccv2023 video-object-segmentation video-segmentation
Language:Python 293
pathak22 / unsupervised-video
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
computer-vision deep-learning feature-learning machine-learning motion-segmentation unsupervised-learning video-processing video-segmentation
Language:Lua 260
lim-anggun / FgSegNet
FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding
fgsegnet background-subtraction foreground-segmentation video-segmentation foreground-detection foreground-extraction deep-learning foreground-segmentation-network fpm feature-pooling-module
Language:Jupyter Notebook 232
wenguanwang / AGS
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
video-processing video-segmentation object-segmentation video-object-segmentation visual-attention saliency-prediction cvpr2019 fixation-data segmentation
Language:Python 209
pathak22 / videoseg
[CVPR 2017] Video motion segmentation and tracking
computer-vision machine-learning video-segmentation
Language:Python 180
philferriere / tfvos
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
video-segmentation segmentation convolutional-neural-networks deep-learning tensorflow instance-segmentation optical-flow recurrent-neural-networks
Language:Jupyter Notebook 156
MinghanLi / UniVS
Code release for "UniVS: Unified and Universal Video Segmentation with Prompts as Queries" (CVPR2024)
referring-expression-segmentation video-instance-segmentation video-object-segmentation video-panoptic-segmentation video-segmentation video-semantic-segmentation prompt-video-object-segmentation video-segment-anything
Language:Python 129
shawnyuen / semantic_seg_paper_collection
deep-learning semantic-segmentation instance-segmentation interactive-segmentation object-segmentation image-segmentation video-segmentation panoptic-segmentation neural-networks machine-learning convolutional-networks fully-convolutional-networks promptable-segmentation
128
hkchengrex / Mask-Propagation
[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.
computer-vision deep-learning pytorch segmentation video-segmentation video-object-segmentation cvpr2021
Language:Python 124
suyogduttjain / fusionseg
Video Object Segmentation
video-segmentation segmentation image-segmentation deep-learning computer-vision
Language:C++ 122
XUSean0118 / DVSNet
Modified implementation for DVSNet based on Tensorflow
dvsnet video-segmentation
Language:Python 120
wasidennis / ObjectFlow
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
computer-vision conditional-random-fields object-segmentation optical-flow video-segmentation
Language:C++ 70
GewelsJI / FSNet
Full-Duplex Strategy for Video Object Segmentation, ICCV, 2021.
deep-learning optical-flow-methods pytorch video-object-segmentation video-salient-object-detection video-segmentation
Language:Python 65
zhang-tao-whu / DVIS_Plus
open-vocabulary video-instance-segmentation video-segmentation video-semantic-segmentation
Language:Python 64
horvitzs / Interactive_Segmentation_Models
Literature Review for Interactive annotation/segmentation
deep-learning computer-vision image-segmentation video-segmentation interactive interaction neural-networks papers
58
JerryX1110 / Robust-Video-Object-Segmentation
[ACM MM22] Towards Robust Video Object Segmentation with Adaptive Object Calibration, ACM Multimedia 2022
acm acm-mm acm-mm-22 acm-multimedia acm-multimedia-2022 clustering denosing k-means pytorch robust robust-tracking robustness segmentation tracking trustworthy-ai video video-object-segmentation video-segmentation vos
Language:Python 48
MinghanLi / STMask
Code release for "STMask: Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation"(CVPR2021)
correlation-coefficient video-instance-segmentation video-segmentation
Language:Python 35
kai422 / CoVOS
[CVPR 2022] Accelerating Video Object Segmentation with Compressed Video
computer-vision pytorch video-object-segmentation video-segmentation
Language:Python 34
wenz116 / TransferSeg
Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)
computer-vision deep-learning object-segmentation video-segmentation self-learning transfer-learning
Language:C++ 25
davidstutz / hierarchical-graph-based-video-segmentation
Implementation of the hierarchical graph-based video segmentation algorithm proposed by Grundmann et al. [1] based on the image segmentation algorithm by Felzenswalb and Huttenlocher [2].
video-segmentation opencv computer-vision
Language:C++ 24
CindyHXH / Awesome-Optical-Flow
Paper list
optical-flow deep-learning structure-from-motion computer-vision supervoxel superpixels video-segmentation
22
hkchengrex / vos-benchmark
Fast and general video object segmentation evaluation.
video-object-segmentation video-segmentation
Language:Python 22
mhashas / Exploiting-Temporality-For-Semi-Supervised-Video-Segmentation
Code for the paper "Exploiting Temporality for Semi Supervised Video Segmentation" (ICCV '19)
computer-vision deep-learning convolutional-neural-networks unet deeplab-v3-plus modelling-temporality image-segmentation video-segmentation semantic-segmentation iccv2019 scientific-publication pytorch pspnet
Language:Python 21
ojh6404 / tracking_ros
ROS compatible package for object tracking based on SAM, Cutie, GroundingDINO, YOLO-World, VLPart and DEVA
computer-vision docker object-detection object-tracking pytorch ros ros-noetic segment-anything segmentation video-object-segmentation video-object-tracking video-segmentation vlpart yolo-world
Language:Python 20
wenguanwang / VOS_Correspondence
Official code for CVPR2023 Boosting Video Object Segmentation via Space-time Correspondence Learning
video-segmentation vos
Language:Python 17