SPP(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
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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相关文章
- 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