All Posts and Projects Tagged with 'Ml'

Projects

Course ML NLP

Text Generator using Next Character Prediction

A neural network-based text generator trained to predict the next character using previous k characters

Course ML Image Processing

Image Super Resolution & Compression

Image reconstruction pipeline using Random Fourier Features and matrix factorization for compression and upscaling with over 32 PSNR.

Course ML Time Series

Human Activity Recognition (HAR) Analysis

Used TSFEL and Decision Trees on UCI HAR dataset for activity classification, also explored LLM-based zero/few-shot recognition techniques.