Rahil Vijay's repositories
Face-Generator
Defined and trained a DCGAN model on a dataset of faces. The goal was to get a generator network to generate new images of fake human faces that look as realistic as possible.
CycleGAN-in-Pytorch
Designed a CycleGAN model for image-to-image translation from unpaired training dataset using an unsupervised approach. The objective was to train generators that learn to transform an image from domain X into an image that looks like it came from domain Y (and vice versa).
Navigation
Implemented Deep Q-Network(DQN) and its different variants in different environments.
pytorch-groupnorm
Group Normalization in PyTorch
Collaboration_and_Competition
Implemented Multi Agent Deep Deterministic Policy Gradient(MADDPG) algorithm to solve the Unity Tennis environment.
Continous-Control
Implemented Deep Deterministic Policy Gradient(DDPG) algorithm to solve the Unity Reacher version-2 environment.
Script-Generator
Built an RNN model to generate your own TV scripts. The model is trained on dataset from Seinfeld TV scripts from 9 seasons. The neural network developed can be used to generate a new, "fake" TV script.
ANN-Implementation-From-Scratch
Built a Artificial Neural Network architecture from scratch to predict daily bike rental ridership.
Banking-Management-System
The project aims to develop a password protected administrative access banking management system that is user-friendly and multi-functional with system calls, file locking, process management and socket programming.
CNN_Implementations
CNN Implementations from scratch and using Pytorch on CIFAR-10 dataset.
Dog-Identification-App
Developed an algorithm that could be used as part of a mobile or web app. The project accept any user-supplied image as input. If a dog is detected in the image, it will provide an estimate of the dog's breed. If a human is detected, it will provide an estimate of the dog breed that is most resembling.
Face-and-Gender-Recognition
Face and gender recognition from facial features using various methods like eigen-faces ,PCA then SVM. Learnt about the various preprocessing methods ,like use of dlib library and haarcascasding.
Ping-pong-
A GUI based game in which two players hit a little, light ball back and forth across a table using a small paddle.Built using an open source python programming language library called pygame.
Policy-Based-Methods
Implemented few of the policy based black box optimization techniques in Pytorch.
Predicting-wine-quality-using-scikit-learn
Builded a model which will help in classifying the wines with different composition to different genre of people.Project help you master the workflow of model building.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Taxi-Aggregator-Master
Developed a Java based project that stimulates Online Taxi hiring service on small scale .
Teacher-Student-Network
Built a Teacher-Student Network on CIFAR-100 dataset using Pytorch.
Zomato-Restaurant-Rating
Designed a model that help in predicting the rating of restaurants from different countries based on different features.Learnt about the importance of data handling.