Discover @jahnavi-chowdary Open Source projects

Jahnavi Chowdary Tharigopula (@jahnavi-chowdary)

jahnavi-chowdary

Stars
24
Global Rank 571,305 (Top 20 %)
Followers 13
Registered almost 9 years ago
Most used languages

MATLAB
66.7 %

Jupyter Notebook
16.7 %

PHP
16.7 %
Location 🇺🇸 United States
Country Total Rank 102,293
Country Ranking

MATLAB
861

X-ray-Classification

Classify various radiology images into respective categories.Being done using various shape and texture features for feature extraction and SVM for classification.

Image-Enhancement-Using-Deconvolution

Implemented 3 different methods of Deconvolution for the enhancement of a degraded image namely 'Inverse Filtering'(to start with), 'Wiener Filtering' and 'Richardson Lucy Algorithm'. Tested the system on medical as well as non-medical images.

Species-Detection-Of-Flowers-From-Images

Developing a framework for recognizing the species of a given flower. Implementation pipeline included Image Segmentation using 'Bi-level Co-Segmentation Method' followed by Image Classificatin/Recognition which includes feature extraction and then classification using SVM.

New-York-Taxi-Fare-Prediction

Performed exploratory data analysis and modelling on NYC Taxi Dataset. Used methods like Linear Regression, Random Forest Regression and XGBoost Regression to build the prediction model.

Jupyter Notebook

MIT-RedX---Plotting-Area-of-Pupil

Given a video file of the reaction/movement of the the right and left pupil to external stimulus(light) along with the timestamps of both the videos , plot the area of the right pupil w.r.t the left one at each instant of the given timestamps.

Movie-Database-System

Worked on designing and developing a movie database system similar to IMDB using MySQL for building the database and PHP for connecting the User Interface and Database Server.