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Surojit's Projects

document-understanding-solution icon document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical to automate the processing of documents for use cases such as search and discovery, control and compliance, and general business process workflow.

esc-50 icon esc-50

ESC-50: Dataset for Environmental Sound Classification

face-mask-detection icon face-mask-detection

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

fakenews_rnn icon fakenews_rnn

This notebook applies an RNN to identify when an article might be fake news.

hubtaxi-server icon hubtaxi-server

HubTaxi - The platform similar Uber, GrabTaxi, EasyTaxi....Willing to help people make dream comes true through building meaningful app [email protected]

improving-forecast-accuracy-with-machine-learning icon improving-forecast-accuracy-with-machine-learning

The Improving Forecast Accuracy with Machine Learning solution generates, tests, compares, and iterates on Amazon Forecast forecasts. The solution automatically produces forecasts and generates visualization dashboards for Amazon QuickSight or Amazon SageMaker Jupyter Notebooks—providing a quick, easy, drag-and-drop interface that displays time series input and forecasted output.

jinipi icon jinipi

Turn a Raspberry Pi into an Alexa Client

localizingmoments icon localizingmoments

Github for my ICCV 2017 paper: "Localizing Moments in Video with Natural Language"

master-s-thesis-applying-various-data-science-approaches-on-arxiv.org icon master-s-thesis-applying-various-data-science-approaches-on-arxiv.org

This repository holds my master's thesis where I examined the papers stored on arxiv.org between May 2017 and May 2018 and used linear regression to determine topic trends, topic modelling to gain insight into the disciplines and examined the author network. The Jupyter Notebooks are commented and are more of a proof of concept since creating all the data took a lot of time. The framemai17 RAR files hold a CSV with information about the papers on arxiv.org between May 2017 and May 2018 such as title, summary, authors, corresponding disciplines.

mobilemapstarter icon mobilemapstarter

A starting framework for mobile apps using Phonegap/Cordova. jQuery Mobile, Leaflet, Geocoder, and more!

ontology-of-the-three-kingdoms icon ontology-of-the-three-kingdoms

Simple program to retrieve informations from the Chinese novel Romance of the Three Kingdoms and use them to create and update the related ontology.

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