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Dec, 2013
使用深度神经网络实现可扩展的物体检测
Scalable Object Detection using Deep Neural Networks
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Dumitru Erhan, Christian Szegedy, Alexander Toshev, Dragomir Anguelov
TL;DR
该研究提出了一种基于显著性启发的神经网络模型,可以有效地在图像中检测出包含任何感兴趣的对象的一组类不可知的边界框,而不需要针对每个实例复制输出,并在VOC2007和ILSVRC2012上获得了具有竞争力的识别性能。
Abstract
deep convolutional neural networks
have recently achieved state-of-the-art performance on a number of
image recognition
benchmarks, including the ImageNet Large-Scale Visual Recognition Challenge (ILSVRC-2012). T
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