Evan Shelhamer's repositories
shelhamer.github.com
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fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
dent
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks
tent
ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization
robustbench
RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]
antialiased-cnns
Antialiasing cnns to improve stability and accuracy. In ICML 2019.
DeepLabCut
Markerless pose estimation of user-defined features with deep learning for all animals, including humans
panopticapi
COCO 2018 Panoptic Segmentation Task API (Beta version)
prezto
The configuration framework for Zsh
davis-interactive
Package to evaluate interactive segmentation with scribbles at DAVIS dataset.
OSVOS-PyTorch
PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)
atari-py
A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
clockwork-fcn
Clockwork Convnets for Video Semantic Segmenation
homebrew
The missing package manager for OS X.
valentimes
Happy Valentines
vim-pandoc
vim bundle for pandoc users
toj-apparatus
Time Order Judgement experiment apparatus for UMass Amherst NCaP laboratory
visual-pulse-monitor
Measure heart rate from standard video recording (UMass CS 691A final project)
visual-clutter
An assortment of vision projects: computer, human, or otherwise.