shelhamer

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

revolver

few-shot segmentation

clockwork-fcn

Clockwork Convnets for Video Semantic Segmenation

visual-pulse-monitor

Measure heart rate from standard video recording (UMass CS 691A final project)

coop-cut

Cooperative Cut is a Markov Random Field inference method with high-order edge potentials.

autojump

A cd command that learns - easily navigate directories from the command line

visual-clutter

An assortment of vision projects: computer, human, or otherwise.

dotfiles

A collection of my dotfiles that might prove useful to others at some point.

caffe

Caffe

OSLSM

One-shot Learning for Semantic Segmentation

OSVOS-PyTorch

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

valentimes

Happy Valentines

antialiased-cnns

Antialiasing cnns to improve stability and accuracy. In ICML 2019.

shelhamer.github.com

Homepage

toj-apparatus

Time Order Judgement experiment apparatus for UMass Amherst NCaP laboratory

vim-open

vim plugin for opening files, urls, and emails through the shell

ale-record

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

davis-interactive

Package to evaluate interactive segmentation with scribbles at DAVIS dataset.

DeepLabCut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

dent

Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks

gym

A toolkit for developing and comparing reinforcement learning algorithms.

homebrew

The missing package manager for OS X.

magic_init

panopticapi

COCO 2018 Panoptic Segmentation Task API (Beta version)

prezto

The configuration framework for Zsh

robustbench

RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]

tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

vim-pandoc

vim bundle for pandoc users