From 1a5bdd0602bb744a198b32e20c95725d54770de1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=90=B4=E6=9D=A8=E5=B8=86?= <39647285+leno23@users.noreply.github.com> Date: Sun, 17 May 2026 23:51:13 +0800 Subject: [PATCH] docs: fix Hiding spelling --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 7be56b1b3..119b0f079 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # DeepSteg -## Implementation of _Hidding Images in Plain Sight: Deep Steganography_ in Pytorch +## Implementation of _Hiding Images in Plain Sight: Deep Steganography_ in Pytorch -This is an unofficial implementation in Pytorch of _Hidding Images in Plain Sight: Deep Steganography_ **by Shumeet Baluja (NIPS 2017)** for the Global NIPS Paper Implementation Challenge. Here is the [original paper](https://papers.nips.cc/paper/6802-hiding-images-in-plain-sight-deep-steganography). +This is an unofficial implementation in Pytorch of _Hiding Images in Plain Sight: Deep Steganography_ **by Shumeet Baluja (NIPS 2017)** for the Global NIPS Paper Implementation Challenge. Here is the [original paper](https://papers.nips.cc/paper/6802-hiding-images-in-plain-sight-deep-steganography). ### History @@ -24,18 +24,18 @@ Steganography is the art of hidding a piece of information in a carrier which, a > all of the available bits. ### Idea -The architecture includes a Prep Network, a Hidding Network and a Reveal Network. Input is secret and cover images and output is hidden image (output of Hidding Network) and output image (output of Reveal Network). +The architecture includes a Prep Network, a Hiding Network and a Reveal Network. Input is secret and cover images and output is hidden image (output of Hiding Network) and output image (output of Reveal Network). ![Idea](https://github.com/lesscomfortable/DeepSteg/blob/master/Images/DeepStegIdea2.png) -Source: Hidding Images in Plain Sight: Deep Steganography, Shumeet Baluja, 2017 +Source: Hiding Images in Plain Sight: Deep Steganography, Shumeet Baluja, 2017 ### Errors Error Term 1 (difference between cover and hidding image) is backprops only through first two networks while Error Term 2 (differnce between secret and output image) backprops through all four networks. ![Errors](https://github.com/lesscomfortable/DeepSteg/blob/master/Images/DeepStegIdea.png) -Source: Hidding Images in Plain Sight: Deep Steganography, Shumeet Baluja, 2017 +Source: Hiding Images in Plain Sight: Deep Steganography, Shumeet Baluja, 2017 ### Results