Neelay Shah (NeelayS)

NeelayS

Geek Repo

Company:Max Planck Institute for Intelligent Systems

Location:Germany

Home Page:neelays.github.io

Twitter:@NeelayShah8

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Neelay Shah's repositories

supr_convertor

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

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speech_spike_signatures

Spiking neural networks (SNNs) for speech classification

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event_aug

A Python package for augmenting event-camera datasets

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Knowledge-Distillation

Vanilla knowledge distillation in PyTorch

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Name2Nationality

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

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pose_tracking

Pose tracking for a collection of videos using AlphaPose

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gsoc-2022

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

realtime_hand

Real-time hand pose and shape in RGB videos

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awesome-ml-climate-change

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

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Detecting-Malaria-from-Cell-Images

Malaria parasite detection in thin blood smear images

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download_youtube_videos_parts

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

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ezflow

A modular PyTorch library for optical flow estimation using neural networks

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KD_Lib

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

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NeelayS

Profile README

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one_shot_classification

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

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optical-flow-replications

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

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optimizers_in_jax

Toy implementations of popular deep learning optimizers from scratch in JAX

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pat-img-reconstruction

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

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roti-gnss

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

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smplx

SMPL-X

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unsupervised_anomaly_detection

Unsupervised Anomaly Detection in Chest Radiographs

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vformer

A modular PyTorch library for Vision Transformers

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