LittleVGG :
● LittleVGG is my own downsized version of VGG16
● VGG inspiring networks all use:
○ A series of 3x3 Convolution Layers
○ Convolution to ReLU Blocks where the number of these filters increases the deeper we go.
● Let’s take a look at a visualization of our LittleVGG
The Simpsons Dataset :
● The awesome Simpsons dataset was uploaded to Kaggle ○ https://www.kaggle.com/alexattia/the-simpsonscharacters- dataset/home
● It consists of 20 classes or characters with 200-400 RGB pictures each
● Images were of various sizes, but all had one character being the only character in the image or at least he/she was the main foucs
Approach :
● Our first test run with LittleVGG and we compare it’s results with our previous CNN.