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 key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

• UpdatedApr 25, 2024
• Jupyter Notebook

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

• UpdatedMay 7, 2020
• Python

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

• UpdatedNov 22, 2022
• Python

[CVPR-2024] The First High Definition (HD) Event based Visual Object Tracking Benchmark Dataset

• UpdatedOct 21, 2025
• Python

[ECCV 2024] Elysium: Exploring Object-level Perception in Videos via MLLM

• UpdatedOct 25, 2024
• Python

[Pattern Recognition 2025] A large-scale benchmark dataset for color-event based visual tracking

• UpdatedNov 5, 2025
• Python

[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking

• UpdatedMay 2, 2024
• Python

[IPAS22] Motion capture arena using only Raspberry Pi and open source libraries

• UpdatedAug 26, 2025
• Jupyter Notebook

Exploring through 7 popular datasets for visual object tracking, including OTB, UAV, VOT, LaSOT, NFS, TrackingNet and GOT-10k.

• UpdatedFeb 1, 2020

[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking

• UpdatedApr 23, 2024
• Python

Modifications to improve single object tracking in 360° equirectangular videos.

• UpdatedOct 25, 2022
• Python

A Python implementation of "Exploiting the Circulant Structure of Tracking-by-Detection with Kernels"

• UpdatedMay 13, 2018
• Python

A complete paper list of Single-Object Visual Tracking Algorithms, Surveys and Benchmarks of recent years. Different from existing paper list, this project doesn't simply category the papers by publishment, but from a tracking challenge-tackling perspective.

• UpdatedSep 25, 2020

MATLAB code for BACF object tracker

• UpdatedJan 20, 2019
• C

[ACCV 2024 (Oral, Best Application Paper)] Official Implementation of NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object Tracking

• UpdatedAug 20, 2025
• Python

[ACCV 2024 (Oral)] Official Implementation of Depth Attention for Robust RGB Tracking

• UpdatedDec 11, 2024
• Python

Official code of "AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee"

• UpdatedMay 8, 2021
• Python

Noise Aware OSTrack

• UpdatedDec 18, 2022
• Python

C++ implementation of "Mobile Vision Transformer-based Visual Object Tracking" (BMVC2023) and "Separable Self and Mixed Attention Transformers for Efficient Object Tracking" (WACV2024)

• UpdatedApr 23, 2024
• C++

IST-ROS: Interactive Segmentation and Tracking for ROS, is a package based on integration of Segment Anything Model with semi-supervised video object segmentation method, for flexible object segmentation and tracking in ROS-based systems.

• UpdatedDec 25, 2024
• Python