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Abhijit Gupta's Projects

azurecustomvisioncovid-19 icon azurecustomvisioncovid-19

As we continue to face the rapid increase in confirmed Coronavirus cases in India, we intend to create a robust pneumonia detection platform for COVID-19. The purpose is to assist doctors and radiologists in recognizing patients who are infected.The system is built to automatically detect high-risk patients with pneumonia or other chest diseases that will then send the information to doctors and health care professionals via secure network. With that information, the doctors are then able to make decisions and provide a treatment plan for the diagnosis and treatment. Any x-ray images taken for patients will automatically be uploaded to our system. Our system will then scan the images to determine whether the patients are infected. If the test is positive, the doctors will receive an e-Alert (on computer or mobile phone) that contains the original scans and detection results. Fast and Cheap Computer aided Diagnosis will prove extremely beneficial for people in rural India where there is acute paucity of trained radiologists and Doctors per capita. We will create an end-to-end Deep learning solution for Chest X-ray diagnosis. It will be a cost-effective solution for rural population with inadequate access to diagnostic imaging specialists.

cp-algorithms icon cp-algorithms

Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru)

fpinscala icon fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

math51 icon math51

Collection of my assignments and work in the class MATH51 at Stanford

ml-murphy icon ml-murphy

Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy

mypy icon mypy

Optional static typing for Python 3 and 2 (PEP 484)

robust-transformer icon robust-transformer

Robust Transformer is an end-to-end functional style data transformation pipeline.

rust icon rust

All Algorithms implemented in Rust

tensorflow-without-a-phd icon tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

twitterminer icon twitterminer

An end-to-end tweet retrieval app that curates, cleans and collects tweets for further downstream tasks

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