RohinSequeira/EVA6_Session4_Backpropagation_and_Architectural_Basics

EVA6_Session4_Backpropagation_and_Architectural_Basics

Here we are working on a two part problem, please follow the links to access corresponding contents:

1. Implementing Backpropagation in excel:

This is a very exciting activity to understand how Backpropagation actually works, using the very versatile and helpful tool, MS Excel. Click HERE to see more.

2. Implement a MNIST digit identifer to achieve 99.4% Accuracy:

Moving onto coding, we have implemented MNIST digit identifier based on some basic Architectural concepts like MaxPooling, Global Average Pooling (GAP), Batch Normalization and DropOut. Click HERE to access the code and read more about the implementation.

Collaborators:

Abhiram Gurijala
Arijit Ganguly
Rohin Sequeira