Discover jahnavi-chowdary/Species-Detection-Of-Flowers-From-Images

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MATLAB
Created almost 9 years ago
Updated almost 9 years ago

jahnavi-chowdary

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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.

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.

MATLAB

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.

MATLAB

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.

MATLAB