Simple Online and Realtime Tracking with a Deep Association Metric

21 Mar 2017 Nicolai Wojke Alex Bewley Dietrich Paulus

Simple Online and Realtime Tracking (SORT) is a pragmatic approach to multiple object tracking with a focus on simple, effective algorithms. In this paper, we integrate appearance information to improve the performance of SORT... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Video Instance Segmentation YouTube-VIS validation DeepSORT mask AP 26.1 # 11
AP50 42.9 # 11
AP75 26.1 # 11
AR1 27.8 # 10
AR10 31.3 # 10

Methods used in the Paper


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