基本概念
下面这篇文章详细介绍了CNN中的几个基本概念:
A guide to convolution arithmetic for deep learning (BibTeX)
影响CNN output size的几个因素
- ij: input size along axis j,
- kj: kernel size along axis j,
- sj: stride (distance between two consecutive positions of the kernel) along axis j,
- pj: zero padding (number of zeros concatenated at the beginning and at the end of an axis) along axis j.
ij = 5 kj = 3 sj = 2 pj = 1