Neelay Shah's Projects
A collection of resources concerning the use of machine learning to tackle climate change
Detecting COVID-19 from chest X Rays
Malaria parasite detection in thin blood smear images
Bash utility to easily download desired parts/sections of YouTube videos using FFmpeg and youtube-dl
A Python package for augmenting event-camera datasets
A modular PyTorch library for optical flow estimation using neural networks
Documentation of work done as part of Google Summer of Code (GSoC) 2022
A PyTorch model compression library consisting of knowledge distillation, pruning and quantization algorithms
Vanilla knowledge distillation in PyTorch
Implementation of a Leaky Integrate and Fire model using the Euler method
Character LSTM to predict a person's nationality from their name.
Profile README
Transfer learning to aid one-shot classification using a Siamese neural network
Attempt to replicate results of popular optical flow models using EzFlow (https://github.com/neu-vig/ezflow)
Toy implementations of popular deep learning optimizers from scratch in JAX
Code for the paper "An Image Segmentation Based Approach Improves Photoacoustic Tomographic Image Reconstruction"
Pose tracking for a collection of videos using AlphaPose
Real-time hand pose and shape in RGB videos
Experiments with deep learning models for time series forecasting of Global Navigation Satellite System (GNSS) based rate of TEC index (ROTI).
SMPL-X
Spiking neural networks (SNNs) for speech classification
A simple tool to convert SMPL-X model parameters to SUPR model parameters