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Russel Shawn's Projects

aic-report icon aic-report

Report on practical integrators using operational amplifiers

cv icon cv

My CV, in pure LaTeX, without templates.

denoiser icon denoiser

Image denoising using MemNet on images from BSDS300 and tiled CIFAR10

histovision icon histovision

Benchmarks for the segmentation of H&E stained histopathology images

hover-net icon hover-net

PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499

integrations icon integrations

Connecting APIs to Notion to create my dashboard of the internet

lamboisenet icon lamboisenet

Master thesis about change detection in satellite imagery using Deep Learning

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

nightsight icon nightsight

Low light image enhancement on low power devices

nuclei-segmentation icon nuclei-segmentation

Segmentation of nuclei in histopathology images of kidney tissues using UNet and UNetPPL

optuna icon optuna

A hyperparameter optimization framework

pl-colab icon pl-colab

Boilerplate to quickly iterate on projects with PyTorch Lightning, Neptune.ai & Optuna

pl-local icon pl-local

Boilerplate for PyTorch Lightning projects on local machines

ponzi-detector icon ponzi-detector

Detecting ponzi schemes in smart contracts that run on the Ethereum blockchain

sar_cd_ms_capsnet icon sar_cd_ms_capsnet

Code for the paper "Change Detection in SAR Images Based on Multiscale Capsule Network" IEEE GRSL 2020

torch-seg icon torch-seg

Reusable code for segmentation tasks in PyTorch

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