FISHTRAC

FISHTRAC包括一个用于在三个数据集上比较17个多目标跟踪 (MOT) 算法的工具，链接到我们新的真实世界鱼类跟踪数据集，以及在新数据集或检测上轻松运行跟踪器的能力。它还包括我们新的MOT算法 (RCT aka KPD) 的代码，该代码在检测不完善的fish跟踪等领域中运行良好，并且能够轻松地在新数据集或检测上运行跟踪器。

FISHTRAC includes a tool for comparing 17 multi-object tracking (MOT) algorithms across three datasets, with links to our novel real-world fish tracking dataset, and provides the capability to easily run trackers on new datasets or detections. It also contains the code for our newly proposed MOT algorithm (RCT aka KPD), which performs well in scenarios such as fish tracking with imperfect detections, and supports easy deployment of trackers on new datasets or detections.

搜集汇总

背景与挑战

背景概述

FISHTRAC是一个用于多目标跟踪（MOT）算法的数据集，特别适用于鱼类跟踪等检测不完善的场景。它包含比较17个MOT算法的工具和一个新的MOT算法RCT的代码，由Univerity of Hawai‘i at Hilo于2022年发布。