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Shreyas Shankar's Projects

bright icon bright

A linux kernel module to control display brightness using keyboard.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

ie-website icon ie-website

Website for Institution of Engineers, NITK Chapter

indian-sign-language icon indian-sign-language

This project is a sign language alphabet recognizer using Python, openCV and tensorflow for training InceptionV3 model, a convolutional neural network model for classification.

microsoft-365-docs icon microsoft-365-docs

This repo is used to host the source for the Microsoft 365 documentation on https://docs.microsoft.com.

multivariatetimeseriesforecasting icon multivariatetimeseriesforecasting

This project is an implementation of the paper Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks. The model LSTNet consists of CNN, LSTM and RNN-skip layers

mydictionary icon mydictionary

Course project for Data Structure and Algorithm. Practice for B tree and Red-Black Tree.

ndnsim icon ndnsim

ndnSIM: NS-3 based NDN simulator

pagerank icon pagerank

Implementation of PageRank algorithm, using different parallelization approaches. For now there are three of them available: Serial(no parallelization), OpenMP(shared memory), MPI(communication via network). We are going to benchmark them on different datasets.

semantic-image-search icon semantic-image-search

This project extends the original Google DeViSE paper to create a functioning image search engine with a focus on interpreting search results. We have extended the original paper in the following ways. First, we added an RNN to process variable length queries as opposed to single words. It has been tested on subsets of the UIUC-PASCAL dataset and the final network has been trained on the MSCOCO 2014 dataset.

semantic-search icon semantic-search

Implementation of the Google-Devise paper. Due to computational constraints, the experiments are run on the UIUC PASCAL sentences dataset as opposed to ImageNet. This dataset contains 50 images per category for 20 categories along with 5 captions per image.

socio icon socio

A social networking site built using Django as the server and NodeJS as the socket.

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