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bot-sort

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

deep-eiou

deep-oc-sort

https://arxiv.org/abs/2302.11813

duat

DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation (PRCV)

fast-reid

SOTA Re-identification Methods and Toolbox

hybridsort

[AAAI2024]Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking

lightglue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

masa

Official Implementation of CVPR24 paper: Matching Anything by Segmenting Anything

memotr

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

mixformer

[CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention

mixformerv2

[NeurIPS 2023] MixFormerV2: Efficient Fully Transformer Tracking

nettrack

Official code for NetTrack [CVPR 2024]

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

oc_sort

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

rt-detr

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

smiletrack

sportsmot

[ICCV 2023] SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

trackereval

修改官网代码，更简单测试跟踪指标'HOTA', 'CLEAR', 'Identity',含使用说明

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/