darshanrao
Enthusiastic learner and developer
University of Southern CaliforniaLos Angeles, California
Pinned Repositories
Ancient-Hand-Writtten-Recognition-Under-Data-Deficiency
Ancient Indian Languages OCR: Enhancing handwritten character recognition using Capsule Networks with minimal data - A novel approach leveraging advanced CapsNets to interpret historical texts accurately with only 190 samples per character, addressing the challenge of scarce labeled datasets in preserving cultural heritage.
Breast-Cancer-Prediction
Applied all classification methods for breast cancer prediction
c_square
Application for Real time Covid cases counting
Crime-Mapping
A Crime Tracking App
CSCI-Algo-Sequence-Alignment
This project implements and compares dynamic programming solutions for the Sequence Alignment problem, including a memory-efficient version, providing alignment costs, optimized sequences, performance metrics, and insightful analysis.
ExerciseTrackerAI
App for Tracking Body Exercise
Little-Go-Game
This Go game AI agent is implemented in Python using the Minimax algorithm to play the game of Go. The agent considers various game states and employs strategic decision-making.
Named-Entity-Recognition-with-BiLSTM
This project implements a Named Entity Recognition (NER) system using a Bidirectional Long Short-Term Memory (BiLSTM) neural network. The system is designed to read in a dataset, train a BiLSTM model on this data, and then use the trained model to predict entity tags for unseen text.
Power_Spectrum_Generation_And_Analysis_Using_ML
Generating Power Spectrum And Predicting Astrophysical Parameters from Power Spectrum Data using Machine Learning
urban_clap_app
Service App for hiring local professionals(Urban Clap App) Frontend
darshanrao's Repositories
darshanrao/ExerciseTrackerAI
App for Tracking Body Exercise
darshanrao/c_square
Application for Real time Covid cases counting
darshanrao/urban_clap_app
Service App for hiring local professionals(Urban Clap App) Frontend
darshanrao/Breast-Cancer-Prediction
Applied all classification methods for breast cancer prediction
darshanrao/Crime-Mapping
A Crime Tracking App
darshanrao/Flash_chat
Group Chatting App
darshanrao/insta_id_tracker
darshanrao/job_hunting_app
A Job Hunting App FrontEnd
darshanrao/Portfolio
My Portfolio Website
darshanrao/Power_Spectrum_Generation_And_Analysis_Using_ML
Generating Power Spectrum And Predicting Astrophysical Parameters from Power Spectrum Data using Machine Learning
darshanrao/21cmCubes_Generation_Analysis
darshanrao/Ancient-Hand-Writtten-Recognition-Under-Data-Deficiency
Ancient Indian Languages OCR: Enhancing handwritten character recognition using Capsule Networks with minimal data - A novel approach leveraging advanced CapsNets to interpret historical texts accurately with only 190 samples per character, addressing the challenge of scarce labeled datasets in preserving cultural heritage.
darshanrao/AR_Magnetograms_Classification
This project was performed as a Research Intern at TIFR
darshanrao/CSCI-Algo-Sequence-Alignment
This project implements and compares dynamic programming solutions for the Sequence Alignment problem, including a memory-efficient version, providing alignment costs, optimized sequences, performance metrics, and insightful analysis.
darshanrao/Cylone_Intensity_Prediction_Using_Convolutional_Neural_Network
Predicting Tropical Cylone Intensities Using Neural Network
darshanrao/Deep-Fake-Classification
darshanrao/Health-Exercise-Tracker
AI Pose Estimation Using MediaPipe
darshanrao/Little-Go-Game
This Go game AI agent is implemented in Python using the Minimax algorithm to play the game of Go. The agent considers various game states and employs strategic decision-making.
darshanrao/Named-Entity-Recognition-with-BiLSTM
This project implements a Named Entity Recognition (NER) system using a Bidirectional Long Short-Term Memory (BiLSTM) neural network. The system is designed to read in a dataset, train a BiLSTM model on this data, and then use the trained model to predict entity tags for unseen text.
darshanrao/Airline-Management-System
This project on Airline Management System is the automation of registration process of airline system. The system is able to provide much information like passenger’s information, criminal’s, list of all passengers etc. The system also allows us to add records when a passenger reserves a ticket. For data storage and retrieval we use MySQL Database. It enables us to add any number of records in our database.
darshanrao/bmi_calci
darshanrao/Crime-Tracker-Web
Interactive and dynamic crime tracking web application.
darshanrao/darshanrao
darshanrao/Flutter-Workshop-Solution-Code
Solution Code for the RAIT SDG Flutter Development Workshop
darshanrao/Genetic_Algorithm-TSP
Travelling Salesman Problem Using Genetic Algorithm
darshanrao/HMM-Based-Part-of-Speech-Tagging
This project implements a Part-of-Speech (POS) tagger using a Hidden Markov Model (HMM). It includes code for training the HMM on a dataset, creating a vocabulary, and using two decoding algorithms (Greedy and Viterbi) for POS tagging.
darshanrao/ml
darshanrao/Sentiment-Analysis-Using-Word2Vec-Vectors
darshanrao/to-do-list
darshanrao/Viterbi_Algorithm_Speech_Recognition
Implementing Viterbi Algorithm on Speech Recognition