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Apr, 2021
基于深度学习的现代目标检测模型综述
A Survey of Modern Deep Learning based Object Detection Models
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Syed Sahil Abbas Zaidi, Mohammad Samar Ansari, Asra Aslam, Nadia Kanwal, Mamoona Asghar...
TL;DR
本文概述了基于深度学习的物体检测器的最新发展，提供了检测中使用的基准数据集和评估指标的简明概述，以及在识别任务中使用的一些主要骨干架构和现代轻量级分类模型，最后我们比较了这些架构在多个度量标准上的性能。
Abstract
object detection
is the task of classification and localization of objects in an image or video. It has gained prominence in recent years due to its widespread applications. This article surveys recent developments in
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