vjrahil Goto Github PK

a-study-on-aspect-oriented-programming

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.

c-image-processing

cnn_implementations

CNN Implementations from scratch and using Pytorch on CIFAR-10 dataset.

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.

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).

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.

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.

navigation

Implemented Deep Q-Network(DQN) and its different variants in different environments.

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-groupnorm

Group Normalization in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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.

sentiment-analysis-deployment

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.