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Shubham Rao's Projects

ars icon ars

An implementation of the Augmented Random Search algorithm

cat-image-recognizer icon cat-image-recognizer

This project will try to prove that a Neural Network (Deep Learning) works better than a classical Machine Learning Algorithm by using both of them in a single classification problem.

comparing-ml-algorithms icon comparing-ml-algorithms

I used three diffrent machine learning algorithms using sklearn for a binary classification problem and compared the results.

deep-thresholding icon deep-thresholding

CNN based thresholding function used for differentiating phases in an image of a 2-phase Steel microstructure.

hogwards-grader icon hogwards-grader

A fun python script to grade students studying in the Hogwards School of Witchcraft and Wizardry.

image-processing icon image-processing

Optional Assignment implemented on python (opencv) of the course Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital in coursera.

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

linear-regression-from-scratch icon linear-regression-from-scratch

This is the most beginner level algorithm for diving into machine learning and I have tried to implement it in the easiest way possible without using any machine learning library.

ml-projects icon ml-projects

Repository containing many classical Machine Learning Projects (Housing, Titanic, Cancer, Iris and Movie lens)

opencv icon opencv

Open Source Computer Vision Library

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

population-growth icon population-growth

This mini project tries to find out the reason why India and China has such large populations.

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