Multi-Class Connectionist AI : Do not use major Python API like Keras. Here question asked to write code of it.

You are asked in this assignment to use the modeling techniques to develop and test a neural net that are able to classify animal type (dog, cat, horse, spyder, butterfly, chicken, sheep, cow, squirrel and elephant) with high accuracy given this multi-class neural network. You need to download the Animal-10 dataset from:

https://www.kaggle.com/datasets/alessiocorrado99/animals10

Note: You may use a subset from the Animal-10 dataset to simplify your multi-class CNN design like:

Animal Type 1 Animal Type 2 Animal Type 3 Output Layer Hidden Layer