In this video we'll start to build out our Convolutional Neural Network with PyTorch and Python.
We'll build the Convolution and Pooling layers in this video.
We won't build the model just yet, but I'll walk you through the code to process one MNIST Image through the convolution and pooling layers.
#pytorch #codemy #JohnElder
Timecodes
0:00 - Introduction
1:24 - Create Train and Test DataLoaders
3:02 - Define Convolutional Layers
5:48 - Grab an MNIST Image
7:02 - Convert to 4D View
7:29 - Perform First Convolution
8:40 - Understand Padding
10:50 - Run Pooling Layer
13:00 - Run Second Convolutional Layer
14:58 - Run Second Pooling Layer
16:11 - Conclusion
