indranildchandra

Intel-Realsense-SLAM-Robotics

Intel-Realsense-SLAM-Robotics

JobDescription-Keywords-Extractor

JobDescription-Keywords-Extractor aims to extract important keywords (topics) from any given job description posted online for better search engine optimization (SEO) using Topic Modeling techniques. It can also be used to build a Resume Screening Tool where any given resume would be matched against the topics extracted from JD_Keywords_Extractor.

ML101-Codelabs

# ML101 ML101 is a Machine Learning series conducted by me for beginners to get them started with Mathematics of Machine Learning / Deep Learning and their implmentation in Python. This repo is a collection of few example codes of basic ML/DL algorithms (from different sources on the Internet).

DataScience-Project-Governance-Framework

Data Science Project Governance Framework is a framework that can be followed by any new Data Science business or team. It will help in formulating strategies around how to leverage Data Science as a business, how to architect Data Science based solutions and team formation strategy, ROI calculation approaches, typical Data Science project lifecycle components, commonly available Deep Learning toolsets and frameworks and best practices used by Data Scientists. A lot of research is happening all around the world in various domains to leverage Deep Learning, Machine Learning and Data Science based solutions to solve problems that would otherwise be impossible to solve using simple rule based systems. All the major players in the market and businesses are also getting started and setting up new Data Science teams to take advantages of modern State-of-the-Art ML/DL techniques. Even though most of the Data Scientists are great at knowledge of mathematical modeling techniques, they lack the business acumen and management knowledge to drive Data Science based solutions in a corporate/MNC setup. On the other hand, management executives in most of the corporates/MNCs do not have first hand knowledge of setting up new Data Science team and approach to solving business problems using Data Science. This framework intends to help bridge the above mentioned gap and provide Executives and Data Scientists with a common ground around which they can easily build any Data Science business/team from ground zero.

Gaze-Tracker

Gaze-Tracker is an application to estimate posture of an individual using Geometrical and Computer Vision algorithms.

Online-Patient-Conversation-Classifier

Online-patient-conversation-classifier can segregate patient conversations from the rest of the group given historically tagged patient data.

Deep-Learning-on-the-Edge

DIY_FaceShields_Covid19

We are a group of makerspaces around India trying to manufacture and distribute Face Shields to healthcare practitioners and essential service providers across the country.

Pose-Tracker

Pose-Tracker is an application to track posture of the subject using OpenPose models built using Caffe framework.

Train-Status-Notifier

Train Status Notifier is a solution leveraging ML, DL and NLP techniques to detect contextual information from public chatroom of mIndicator android application and summarize it for sharing with all users of mIndicator. Context such as people in the chatroom discussing about train delays, cancellations, accidents and other emergency situations are captured and summarized.

Age-Gender-Predictor

Age-Gender-Predictor is a project to predict the age and gender of any person detected in the frame of any image or video stream.

Automatic-Licence-Plate-Recognizer

Automatic-Licence-Plate-Recognizer

Devanagri_Character_Recognition_Classifier

Devanagri_Character_Recognition_Classifier

diagrams

:art: Diagram as Code for prototyping cloud system architectures

fashion-item-recommendor

For each user of the client's e-commerce website, predict 10 relevant items from the items protfolio that the user may be interested in and hence help in increasing client's engagement with the users.

Intel-Vehicle-Make-Model-Classifier

open-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

scikit-learn-tips

:robot::zap: Daily scikit-learn tips

Shipmnts-Challenge

Challenge is to predict the Shipper and Consignee Code masked in the file identify_codes.json

Ultimate-Crypto-Challenge-2018

Codebase of Team 2nd Innings participating in Ultimate Crypto Challenge 2018. We built a Crypto Price Predictor using historical data, influencer opinions and general sentiment in the market.

Abstractive-Text-Summarizer

Abstractive-Text-Summarizer uses a Seq2Seq Encoder Decoder network to summarize english text data.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

chaostoolkit-aws

Chaos Toolkit Extension for AWS

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

inventory-prediction

Model to accurately forecast inventory demand based on historical sales data.

learnopencv

Learn OpenCV : C++ and Python Examples

Nested-Cross-Validation

Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that implements the scikit-learn interface.

opencv

Open Source Computer Vision Library

Practice-Problems

Repository to store code and solutions for practice problems.

Wiki-Notes

aws certification - AWS Certified Solutions Architect - Associate Level