8000 GitHub - ywu12319/maepaper
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content

ywu12319/maepaper

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 

Repository files navigation

MAEsimplex

(Results from other dataset is coming and update is still continuing) Anaomaly Detection:

python3 train.py --lr=3e-4 --nz=128 --version='planesimplex' --weights=0.5 --cuda=0  --batchsize=256 \
--abnormal_class='plane' --interpolate_points=3 --num_epochs=100

Use either batchsize256+lr=3e-4 or batchsize128 and lr=2e-4

abnormal class represent the class of CIFAR10 that is set as anomlay class

interpolate=3 represents 3-points simplex

interpolate=5 represents no simplex loss

interpolate=2 represents 2-points simplex

interpolate=1 represents Berthelot simplex

Requirment

Python3.7 Most recent pytorch version

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

0