You Only Look Once: 统一、实时目标检测

Jun, 2015

You Only Look Once: 统一、实时目标检测

You Only Look Once: Unified, Real-Time Object Detection

Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

TL;DRYOLO是一种新的目标检测方法，使用单个神经网络从完整图像中直接预测边界框和类别概率，具有实时处理速度、误检低和物体的通用表示等优势。

Abstract

We present YOLO, a unified pipeline for object detection. Prior work on object detection repurposes classifiers to perform detection. Instead, we frame →