Pravallika Reddy Ketha Hazarath's Projects
Implementation of an Image compression system using the 2-D Discrete Cosine Transform in MATLAB.
Simulation of an adaptive system using the Least Mean Squares(LMS) algorithm by employing FFT functions in MATLAB, to eliminate background noise from a speech signal, in the frequency domain.
Predicting Happiness score using Machine Learning
Implemented the DensePose algorithm by Facebook AI Research team to estimate 3D models of multiple humans in images and videos, on a single GPU, using Python.
Handwritten Digit Recognition on MNIST Data Using PyTorch. The MNIST Image Classification Problem is a Multiclass Classification problem. The goal is to correctly identify digits from a dataset of tens of thousands of handwritten images.
Implementation of power spectral density estimation algorithms in MATLAB.