目录
TensorFlow2教程完整教程目录（更有python、go、pytorch、tensorflow、爬虫、人工智能教学等着你）：https://www.cnblogs.com/nickchen121/p/10840284.html
- 单通道
- rgb三通道
- rgb三通道合成
- 数字2的卷积成像图
Why not Linear
- 4 Layers: [784, 256, 256, 256, 10]
335k or 1.3MB
em...
- 486 PC + AT&T DSP32C
256KB
66Mhz
- Batch X
- Gradient Cache
- etc.
Receptive Field
Fully connnected
Partial connected
Locally connected
Rethink Linear layer
Fully VS Lovally
Weight sharing
- 三阶张量的卷积
- 6 Layers
~60k parameters
- 4 layers, 335k
Why call Convolution？
2D Convolution
\[y(t) = x(t)*h(t) = \int_{-\infty}^{\infty}x(\tau)h(t-\tau)d\tau
\]
Convolution in Computer Vision
- 模糊化
- 边缘检测
CNN on feature maps
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