#人脸识别#PaddleDetection为基于飞桨PaddlePaddle的端到端目标检测套件,提供多种主流目标检测、实例分割、跟踪、关键点检测算法,配置化的网络模块组件、数据增强策略、损失函数等,推出多种服务器端和移动端工业级SOTA模型,并集成了模型压缩和跨平台高性能部署能力,帮助开发者更快更好完成端到端全开发流程。
#计算机科学#BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
翻译 - 使用 YOLO v5 和深度排序的实时多目标跟踪器
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
翻译 - ByteTrack:通过关联每个检测框进行多目标跟踪
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
翻译 - 一次多目标跟踪的简单基准
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
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.
翻译 - OpenMMLab视频感知工具箱。它通过统一的框架支持单对象跟踪(SOT),多对象跟踪(MOT),视频对象检测(VID)。
Lightweight Python library for adding real-time multi-object tracking to any detector.
翻译 - 轻量级Python库,用于向任何检测器添加实时2D对象跟踪。
#计算机科学#(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
翻译 - 提交中的“ 3D多对象跟踪基准”的官方Python实现
Paper list and source code for multi-object-tracking
#计算机科学#High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
#计算机科学#Multi-object trackers in Python
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
Library for tracking-by-detection multi object tracking implemented in python
#计算机科学#Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)
SiamMOT: Siamese Multi-Object Tracking
翻译 - SiamMOT:连体多目标跟踪
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
DeepSORT + YOLOv5