awesome-ml-climate-change

A collection of resources concerning the use of machine learning to tackle climate change

bash-utils

bomoto

detecting-covid-19-from-x-rays

Detecting COVID-19 from chest X Rays

detecting-malaria-from-cell-images

Malaria parasite detection in thin blood smear images

download_youtube_videos_parts

Bash utility to easily download desired parts/sections of YouTube videos using FFmpeg and youtube-dl

event_aug

A Python package for augmenting event-camera datasets

ezflow

A modular PyTorch library for optical flow estimation using neural networks

grasp_gan

gsoc-2022

Documentation of work done as part of Google Summer of Code (GSoC) 2022

kd_lib

A PyTorch model compression library consisting of knowledge distillation, pruning and quantization algorithms

knowledge-distillation

Vanilla knowledge distillation in PyTorch

license-text-recognition

lif_neuron

Implementation of a Leaky Integrate and Fire model using the Euler method

name2nationality

Character LSTM to predict a person's nationality from their name.

neelays

Profile README

network_intrusion_detection

one_shot_classification

Transfer learning to aid one-shot classification using a Siamese neural network

optical-flow-replications

Attempt to replicate results of popular optical flow models using EzFlow (https://github.com/neu-vig/ezflow)

optimizers_in_jax

Toy implementations of popular deep learning optimizers from scratch in JAX

pat-img-reconstruction

Code for the paper "An Image Segmentation Based Approach Improves Photoacoustic Tomographic Image Reconstruction"

pose_tracking

Pose tracking for a collection of videos using AlphaPose

ppe-detection

realtime_hand

Real-time hand pose and shape in RGB videos

roti-gnss

Experiments with deep learning models for time series forecasting of Global Navigation Satellite System (GNSS) based rate of TEC index (ROTI).

saidl-winter-assignment-2019

smplx

SMPL-X

speech_spike_signatures

Spiking neural networks (SNNs) for speech classification

supr

supr_convertor

A simple tool to convert SMPL-X model parameters to SUPR model parameters