Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition (SPP-net)
SPP-net同时解决了CNN要求输入固定尺寸图片的限制以及R-CNN速度的限制。 Introduction CNN要求固定尺寸图片，一般的解决办法都是通过crop或者warp，前者会损失图片内容，而后者会导致图片扭曲。那么为什么CNN需要固定输入图片的尺寸呢？主要是因为全连接层，全连接层上参数的数目是固定的，因此要求输入特征维度也是一定的，卷积过程中特征维度是不会改变的，因此我们只能通过固定输入
相关文章
- 1. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 2. (39)[ECCV14] SPPNet: Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 3. SPPNet(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
- 4. SPPNet：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 5. [论文笔记]Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 6. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition论文翻译
- 7. 《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》翻译
- 8. 【SPP-net】《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》
- 9. 目标检测--Spatial pyramid pooling in deep convolutional networks for visual recognition(PAMI, 2015)
- 10. SPP-net(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
- 更多相关文章...
- • Swift for-in 循环 - Swift 教程
- • Lua for 循环 - Lua 教程
- • C# 中 foreach 遍历的用法
- • Kotlin学习（一）基本语法
相关标签/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
欢迎关注本站公众号,获取更多信息
相关文章
- 1. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 2. (39)[ECCV14] SPPNet: Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 3. SPPNet(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
- 4. SPPNet：Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 5. [论文笔记]Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
- 6. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition论文翻译
- 7. 《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》翻译
- 8. 【SPP-net】《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》
- 9. 目标检测--Spatial pyramid pooling in deep convolutional networks for visual recognition(PAMI, 2015)
- 10. SPP-net(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)