From 6d76d98f78a233ca44997b95e4b7c567ca3da461 Mon Sep 17 00:00:00 2001 From: rajeevyasarla Date: Fri, 26 Jul 2019 21:20:34 -0400 Subject: [PATCH] UMSN Files --- README.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/README.md b/README.md index 64162e8..f2a63ce 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,20 @@ # UMSN-Face-Deblurring Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks + +[Rajeev Yasarla](https://sites.google.com/view/rajeevyasarla/home), [Federico Perazzi](https://research.adobe.com/person/federico-perazzi/), [Vishal M. Patel](https://engineering.jhu.edu/ece/faculty/vishal-m-patel/) + + +## Prerequisites: +1. Linux +2. Python 2 or 3 +3. CPU or NVIDIA GPU + CUDA CuDNN (CUDA 8.0) + +## To test UMRL: +python2.7 test_face_deblur.py --dataroot ./facades/github/ --valDataroot --netG ./pretrained_models/Deblur_epoch_Best.pth + +## To train UMRL: +python2.7 train_face_deblur.py --dataroot --valDataroot ./facades/github/ --exp ./face_deblur --batchSize 10 + +- input should be clean images. blurry images for trained are generated by the code it self. + +