Collection of papers, code, datasets, and other resources for multi object tracking | Google colab
CenterTrack - Tracking Objects as Points [ax2004] [pdf] [notes] [code] [pytorch]
DEFT: Detection Embeddings for Tracking [ax2102] [arxiv] [pdf] [notes] [code] [pytorch]
MOTS Multi-Object Tracking and Segmentation [cvpr19] [pdf] [notes] [code] [project/data]
Towards Real-Time Multi-Object Tracking [ax1909] [arxiv] [pdf] [notes] [code]
A Simple Baseline for Multi-Object Tracking [ax2004] [pdf] [notes] [code]
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection [ax1811] [pdf] [notes]
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism [ax1708/iccv17] [pdf] [arxiv] [notes]
Online multi-object tracking with dual matching attention networks [ax1902/eccv18] [pdf] [arxiv] [notes] [code]
FAMNet Joint Learning of Feature, Affinity and Multi-Dimensional Assignment for Online Multiple Object Tracking [iccv19] [pdf] [notes]
Exploit the Connectivity: Multi-Object Tracking with TrackletNet [ax1811/mm19] [pdf] [notes]
Tracking without bells and whistles [ax1903/iccv19] [pdf] [notes] [code] [pytorch]