From cb0684a5747961fef200128bd3d75712406f5e9f Mon Sep 17 00:00:00 2001 From: mattmcw Date: Sun, 9 May 2021 12:55:14 -0400 Subject: [PATCH] Add neural style transfer example --- img/normanlewisuntitled.jpg | Bin 0 -> 96053 bytes python/install_neural.sh | 6 ++++++ python/neural.sh | 24 ++++++++++++++++++++++++ python/style_transfer.sh | 24 ++++++++++++++++++++++++ 4 files changed, 54 insertions(+) create mode 100644 img/normanlewisuntitled.jpg create mode 100644 python/install_neural.sh create mode 100644 python/neural.sh create mode 100644 python/style_transfer.sh diff --git a/img/normanlewisuntitled.jpg b/img/normanlewisuntitled.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7657eb78b030e609120ac0cd5c6bf5051f0faf61 GIT binary patch literal 96053 zcmb5U1yCGew*@#raCi3r!QI{6WpK9)?!kk*ySonV9w4~O3=RqI5H!J(<$rH$-`3W? zt=dyP-KXxk=bQd+_tZ?!cmJ*Z`w75Ol2eoez`TP6h6Molw+Gv#C@pQKp`|XTs3Q9= z006MXj#f?{A2G~g@{m${M>@BR{dEGl_aeqI- 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-c:v prores_ks -profile:v 3 "${OUTPUT}" + +#rm -rf frames +#rm -rf neural-frames \ No newline at end of file diff --git a/python/style_transfer.sh b/python/style_transfer.sh new file mode 100644 index 0000000..3d228cf --- /dev/null +++ b/python/style_transfer.sh @@ -0,0 +1,24 @@ +#!/bin/bash + +INPUT="${1}" +STYLE="${2}" +OUTPUT="${3}" + +# https://github.com/ProGamerGov/neural-style-pt + +neural-style \ + -style_image "${STYLE}" \ + -content_image "${INPUT}" \ + -output_image "${OUTPUT}" \ + -model_file python/nin_imagenet.pth \ + -gpu c \ + -backend nn \ + -num_iterations 500 \ + -seed 123 \ + -content_layers relu0,relu3,relu7,relu12 \ + -style_layers relu0,relu3,relu7,relu12 \ + -content_weight 10 \ + -style_weight 500 \ + -save_iter 0 \ + -image_size 720 \ + -optimizer adam