Vipul Sharma's Projects
A collection of algorithms and data structures
Program Codes for AlgorithmTutor.Com
The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs and Cascaded CNNs with LSTMs.
A Random Forrest Classifier to predict whether a person will pay the blight ticket violation fine. I maximized the AUC score reaching a score of more than 87%.
This project is used for estimating calories.
Features used by ANNs often differ from humans, they prefer more available features (pixel footprint) even if they are less or similarly predictive as the core ones. The project uses exploration & bandits to guide a supervised learning algo to attend to the core features instead of the spurious ones.
Find any Algorithms and Data Structure implemented in C here!
ECUSTFD is a food image dataset for evaluating computer vision-based methods. ECUSTFD includes 2978 images.
Code accompanying manuscript entitled "Fast Inference of Spinal Neuromodulation for Motor Control using Amortized Neural Networks"
This app scans a barcode using Google Play Services Motion Vision API and looks up the nutrient info and ingredients of the corresponding food from the USDA NDB API. It can parse the ingredients and decide if it is peanut, gluten, etc. free.
Food Recognition Using Calorie Mama AI API
SGSITS HACKINDORE HACKATHON IMAGE CLASSIFICATION MODEL AND DATASET
Beginner Friendly, Quality Open Source Contributions.
New to open-source? Contribute here!!!
resent used using fastai
Interview questions
Checks whether Kubernetes is deployed according to security best practices as defined in the CIS Kubernetes Benchmark
This repository walks you through the Object Oriented Programming in python. Illustrates real world examples, working codes and going about finding a coding solution.
MUSIC Dataset from The Sound of Pixels (ECCV '18)
Python package for Open Food Facts
Code and Dataset Used in the Optum Stratethon 2. A solution to reduce the cost of patient treatment using Patient's details from birth to current day from Synthea Dataset and suggesting suitable treatments to avoid major costs.
The project aims to create a model for 2-link manipulator's push recovery using Reinforcement Learning
Python adaptive signal processing tutorials
Python If Else Codes
Repository where I mostly put random python scripts.
a beginner-friendly repository made for open source beginners. add any sorting algorithms in any language to this repository :)
C++ STL Cheat Sheets.
TensorFlow Tutorials with YouTube Videos