This repository contains a few projects that I did to cement my understanding about the concepts of Neural Networks and Deep Learning.
The projects are using the concepts of Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long-Short-Term-Memory (LSTM) and Generative Adversarial Networks (GANs) to solve some of the basic real-life problems.
- CNN - Classification of images of the CIFAR-10 dataset
- RNN - TV Script generation and Language Translation
- GAN - Generation of faces using MNIST and CelebA datasets