SPP(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)

时间 2020-12-30

标签 SPP deep-learning RCNN 目标检测目标检测-分类器繁體版

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Introduction 在一般的CNN结构中，在卷积层后面通常连接着全连接。而全连接层的特征数是固定的，所以在网络输入的时候，会固定输入的大小(fixed-size)。但在现实中，我们的输入的图像尺寸总是不能满足输入时要求的大小。然而通常的手法就是裁剪(crop)和拉伸(warp)。这样做总是不好的：图像的纵横比(ratio aspect) 和输入图像的尺寸是被改变的。这样就会扭曲原始的图像

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1. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2. SPPNet：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
3. 【SPP-net】《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》
4. SPP-net：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
5. 目标检测--Spatial pyramid pooling in deep convolutional networks for visual recognition(PAMI, 2015)
6. [论文笔记]Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
7. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition论文翻译
8. (39)[ECCV14] SPPNet: Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
9. SPP-net(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
10. 《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》翻译
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1. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2. SPPNet：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
3. 【SPP-net】《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》
4. SPP-net：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
5. 目标检测--Spatial pyramid pooling in deep convolutional networks for visual recognition(PAMI, 2015)
6. [论文笔记]Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
7. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition论文翻译
8. (39)[ECCV14] SPPNet: Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
9. SPP-net(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
10. 《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》翻译

>>更多相关文章<<