single-object-tracking

There are 1 repository under single-object-tracking topic.

open-mmlab / mmtracking
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.
multi-object-tracking single-object-tracking tracking video-instance-segmentation video-object-detection
Language:Python 3397
MasterBin-IIAU / UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
instance-segmentation object-detection object-tracking perception referring-expression-comprehension referring-expression-segmentation unified-model multi-object-tracking-segmentation multiple-object-tracking referring-video-object-segmentation video-instance-segmentation single-object-tracking video-object-segmentation
Language:Python 1447
MasterBin-IIAU / Unicorn
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
multi-object-tracking-segmentation multiple-object-tracking object-tracking single-object-tracking video-object-segmentation
Language:Python 940
Zhongdao / 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).
object-tracking single-object-tracking multi-object-tracking multi-object-tracking-segmentation multi-object-tracker multi-object-track pose-tracking video-object-segmentation video-object-tracking video-instance-segmentation tracking-by-detection
Language:Python 334
Little-Podi / Transformer_Tracking
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
tracking visual-tracking single-object-tracking transformer cvpr eccv iccv paper-list awesome-list neurips ob object-tracking
224
wangxiao5791509 / VisEvent_SOT_Benchmark
[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.
dvs dynamic-vision-sensors event frame-event-tracking multi-modal-fusion neuromorphic neuromorphic-vision pengchenglab single-object-tracking spike visevent
Language:Python 106
Little-Podi / AiATrack
[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".
attention-mechanism eccv2022 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking
Language:Python 104
ktzsh / object-tracking
Multiple Object Tracking System in Keras + (Detection Network - YOLO)
object-tracking detection lstm yolov2 yolo faster-rcnn lstm-neural-networks neural-network darknet rcnn keras tensorflow single-object-tracking multiple-object-tracking yolov3
Language:Python 94
Little-Podi / GRM
[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".
attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking
Language:Python 67
vision4robotics / SiamAPN
This is the official code for SiamAPN & SiamAPN++
single-object-tracking onboard-aerial-tracking real-time
Language:Python 67
byminji / SLTtrack
Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)
eccv2022 pytorch vot reinforcement-learning visual-tracking tracking single-object-tracking sot
Language:Python 51
wangxiao5791509 / RGB-Thermal-Tracking-Paper-List
Paper collection of rgb-infrared tracking algorithms.
rgbt-tracking rbg-thermal-tracking rgb-infrared-tracking tracking-algorithm single-object-tracking
40
Event-AHU / COESOT
A large-scale benchmark dataset for color-event based visual tracking
benchmark-dataset dynamic-vision-sensors event-camera multi-modal rgb-event single-object-tracking transformer visual-object-tracking coesot multi-modality-tracking
Language:Python 39
wangxiao5791509 / TNL2K_evaluation_toolkit
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)
single-object-tracking tracking-algorithm tracking-by-natural-language visual-tracking
Language:MATLAB 38
anhbantre / PersonFollowingRobot
Person Following Robot - Smart Trolley
3d-vision person-following-robot computer-vision deep-learning object-detection single-object-tracking smart-trolley ros robot
Language:Python 33
goutamyg / SMAT
[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking
single-object-tracking mixed-attention self-attention wacv2024 visual-object-tracking visual-tracking wacv
Language:Python 22
goutamyg / MVT
[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking
single-object-tracking vision-transformer mobile-vision-transformer bmvc bmvc2023 visual-object-tracking visual-tracking
Language:Python 20
mareksubocz / TrackNet
:flashlight: Pytorch implementation of TrackNet
apple-silicon-support deep-learning machine-learning ml pytorch single-object-tracking sot tracking tracknet tensorboard wandb
Language:Python 18
detectron2-sot
borarak / detectron2-sot
Single object tracking (SOT) using detectron2
detectron2 single-object-tracking pysot siamese-network siamrpn siamfc object-tracking
Language:Python 17
ShreshthSaxena / TrackSS
Lightweight Swift package for adding real-time object tracking to any detector.
sort objecttracking object-tracking swift computer-vision xcode object-detection object-tracker multi-object-tracking single-object-tracking multiple-object-tracking
Language:Swift 15
VitaAmbroz / 360Tracking
Modifications to improve single object tracking in 360° equirectangular videos.
vot sot visual-object-tracking single-object-tracking object-tracking 360-video 360-tracking equirectanguar-projection 360-dataset 360tracking equirectangular-panorama
Language:Python 13
songheony / A3T
Official code of "AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee"
object-tracking visual-object-tracking single-object-tracking
Language:Python 11
wangxiao5791509 / LGSearch_DDGAN_PyTorch
Tracking by Joint Local and Global Search: A Target-aware Attention based Approach (IEEE TNNLS 2021)
attention generative-adversarial-networks local-and-global-search mdnet rt-mdnet siamese-tracker single-object-tracking target-aware-attention tracking visualtracking
Language:Python 10
asmaamirkhan / ObjectTracker-s-
Implementation of various methods of single / multi object tracking 🐾🛰
multi-object-tracking single-object-tracking opencv-tracks object-tracking kcf-tracker sort-tracking tracker deep-sort deep-sort-tracking
Language:Python 9
fbasatemur / NA-OSTrack
Noise Aware OSTrack
lasot single-object-tracking visual-object-tracking occlusion-detection occlusion-handling object-tracking tracking transformer
Language:Python 6
Little-Podi / SlimTrack
The PyTorch implementation of my graduation project (awarded as Outstanding Graduation Thesis).
edge-ai model-compression object-tracking pytorch single-object-tracking slimmable-networks tracking visual-tracking
4
Little-Podi / Trackers_for_VOT_Toolkit
This repository contains several trackers integrated for VOT toolkit and their evaluation results.
matlab single-object-tracking tracking visual-tracking vot
Language:HTML 4
jalabort / eurus
Python framework for Single Object Tracking (SOT)
single-object-tracking computer-vision deep-learning python pytorch opencv
Language:Python 3
mhd-medfa / Single-Object-Tracker
[Remote Sens. 2022] 3D-SiamMask: Vision-Based Multi-Rotor Aerial-Vehicle Tracking for a Moving Object
computer-vision deep-learning single-object-tracking
Language:Python 3
goutamyg / MVT.cpp
C++ implementation of "Mobile Vision Transformer-based Visual Object Tracking" (BMVC2023) and "Separable Self and Mixed Attention Transformers for Efficient Object Tracking" (WACV2024)
cpp mnn-framework onnxruntime single-object-tracking visual-object-tracking
Language:C++ 2
kumatheworld / tracking-sanity
Staying sane and honest about visual tracking research
markdown object-tracking single-object-tracking tracking
1
LSH9832 / SOT-MNN
Single Object Tracking MNN Deployment (SiamRPN++)
computer-vision mnn-framework siamese-network single-object-tracking
Language:Python 1
RimTouny / Single-Object-Tracking-with-Yolov8
In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).
botsort bytetracker intersection-over-union learning-rates mean-average-precision object-detection object-tracking single-object-tracking tracker yolov8 yolov8n yolov8s yolov8l yolov8m
Language:Jupyter Notebook 1
songheony / AAA-WACV
Official code of "Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound", WACV 2020
object-tracking single-object-tracking visual-object-tracking
Language:Python 1
theoh-io / Perception-Pipeline
Perception pipeline to compare different method for Single Person Detection and Tracking
pytorch real-time single-object-tracking video deepsort loomo pedestrian-tracking reid siamese-network transformer you-only-look-once
Language:Python 1
Xuchen-Li / videocube-toolkit
The official python toolkit for evaluate performance on MGIT benchmark @NeurIPS2023 and VideoCube benchmark @TPAMI2022.
benchmark computer-vision single-object-tracking visual-language-tracking visual-object-tracking deep-learning
Language:Python 0