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64 lines
2.4 KiB
Nix
64 lines
2.4 KiB
Nix
{stdenv, fetchFromGitHub, fetchurl, torch, torch-hdf5, loadcaffe, bash
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, python, numpy, scipy, h5py, scikitlearn, pillow
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}:
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stdenv.mkDerivation rec {
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name = "fast-neural-doodle-${version}";
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version = "0.0pre2016-07-01";
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buildInputs = [
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torch torch-hdf5 python numpy h5py scikitlearn scipy pillow
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];
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inherit torch loadcaffe bash python;
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torch_hdf5 = torch-hdf5;
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python_libPrefix = python.libPrefix;
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src = fetchFromGitHub {
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owner = "DmitryUlyanov";
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repo = "fast-neural-doodle";
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rev = "00c35a4440d1d58b029d7bdf9bc56743b1a1835f";
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sha256 = "0xhmhxhjm59pfjm2q27g2xfb35hg0vlqkk3sb3llx2qqq2c7jk8m";
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};
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models = [
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(fetchurl {
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url = "https://gist.githubusercontent.com/ksimonyan/3785162f95cd2d5fee77/raw/bb2b4fe0a9bb0669211cf3d0bc949dfdda173e9e/VGG_ILSVRC_19_layers_deploy.prototxt";
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sha256 = "09cpz7pyvc8sypg2q5j2i8yqwj1sjdbnmd6skl293p9pv13dmjg7";
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})
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(fetchurl {
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url = "https://bethgelab.org/media/uploads/deeptextures/vgg_normalised.caffemodel";
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sha256 = "11qckdvlck7wwl3pan0nawgxm8l2ccddi272i5l8rs9qzm7b23rf";
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})
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(fetchurl {
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url = "http://www.robots.ox.ac.uk/~vgg/software/very_deep/caffe/VGG_ILSVRC_19_layers.caffemodel";
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sha256 = "0m399x7pl4lnhy435ycsyz8xpzapqmx9n1sz698y2vhcqhkwdd1i";
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})
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];
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installPhase = ''
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mkdir -p "$out"/{doc/fast-neural-doodle,lib/lua/fast_neural_doodle,lib/${python.libPrefix}/fast_neural_doodle,bin}
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cp -r data src fast_neural_doodle.lua "$out/lib/lua/fast_neural_doodle/"
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for file in $models; do
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ln -s "$file" "$out/lib/lua/fast_neural_doodle/data/pretrained/$(basename "$file" | sed -e 's/[^-]*-//')"
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done;
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cp get_mask_hdf5.py "$out/lib/${python.libPrefix}/fast_neural_doodle"
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cp *.md LICENSE "$out/doc/fast-neural-doodle"
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export pythonpath="$PYTHONPATH"
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substituteAll "${./get-mask-hdf5.sh}" "$out/bin/get-mask-hdf5"
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substituteAll "${./fast-neural-doodle.sh}" "$out/bin/fast-neural-doodle"
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chmod a+x "$out/bin"/*
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"$out/bin/get-mask-hdf5" --n_colors=4 --style_image data/Renoir/style.png --style_mask data/Renoir/style_mask.png --target_mask data/Renoir/target_mask.png --out_hdf5 masks.hdf5
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"$out/bin/fast-neural-doodle" -gpu -1 -masks_hdf5 masks.hdf5 -num_iterations 1
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'';
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meta = {
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inherit version;
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description = ''Faster neural doodle'';
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license = stdenv.lib.licenses.mit;
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maintainers = [stdenv.lib.maintainers.raskin];
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platforms = stdenv.lib.platforms.linux;
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broken = true;
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};
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}
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