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waifu2x-caffe/waifu2x-caffe/Source.cpp

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#include <stdio.h>
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#include <algorithm>
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#include <tclap/CmdLine.h>
#include <boost/filesystem.hpp>
#include <boost/foreach.hpp>
#include <functional>
#include <boost/tokenizer.hpp>
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#include <boost/tokenizer.hpp>
#include <glog/logging.h>
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#include "../common/waifu2x.h"
// http://stackoverflow.com/questions/10167382/boostfilesystem-get-relative-path
boost::filesystem::path relativePath(const boost::filesystem::path &path, const boost::filesystem::path &relative_to)
{
// create absolute paths
boost::filesystem::path p = boost::filesystem::absolute(path);
boost::filesystem::path r = boost::filesystem::absolute(relative_to);
// if root paths are different, return absolute path
if (p.root_path() != r.root_path())
return p;
// initialize relative path
boost::filesystem::path result;
// find out where the two paths diverge
boost::filesystem::path::const_iterator itr_path = p.begin();
boost::filesystem::path::const_iterator itr_relative_to = r.begin();
while (*itr_path == *itr_relative_to && itr_path != p.end() && itr_relative_to != r.end()) {
++itr_path;
++itr_relative_to;
}
// add "../" for each remaining token in relative_to
if (itr_relative_to != r.end()) {
++itr_relative_to;
while (itr_relative_to != r.end()) {
result /= "..";
++itr_relative_to;
}
}
// add remaining path
while (itr_path != p.end()) {
result /= *itr_path;
++itr_path;
}
return result;
}
int main(int argc, char** argv)
{
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Waifu2x::init_liblary(argc, argv);
Caffeをcaffe-builderでビルドした最新版に変更
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// Caffe<66>̃G<CC83><47><EFBFBD>[<5B>łȂ<C582><C882><EFBFBD><EFBFBD>O<EFBFBD><4F><EFBFBD>ۑ<EFBFBD><DB91><EFBFBD><EFBFBD>Ȃ<EFBFBD><C882>悤<EFBFBD>ɂ<EFBFBD><C982><EFBFBD>
google::SetLogDestination(google::INFO, "");
google::SetLogDestination(google::WARNING, "");
// Caffe<66>̃G<CC83><47><EFBFBD>[<5B><><EFBFBD>O<EFBFBD><4F><EFBFBD>uerror_log_<67>`<60>v<EFBFBD>ɏo<C98F><6F>
google::SetLogDestination(google::ERROR, "error_log_");
google::SetLogDestination(google::FATAL, "error_log_");
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// definition of command line arguments
TCLAP::CmdLine cmd("waifu2x reimplementation using Caffe", ' ', "1.0.0");
TCLAP::ValueArg<std::string> cmdInputFile("i", "input_path",
"path to input image file", true, "",
"string", cmd);
TCLAP::ValueArg<std::string> cmdOutputFile("o", "output_path",
"path to output image file (when input_path is folder, output_path must be folder)", false,
"(auto)", "string", cmd);
TCLAP::ValueArg<std::string> cmdInputFileExt("l", "input_extention_list",
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"extention to input image file when input_path is folder", false, "png:jpg:jpeg:tif:tiff:bmp:tga",
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"string", cmd);
TCLAP::ValueArg<std::string> cmdOutputFileExt("e", "output_extention",
"extention to output image file when output_path is (auto) or input_path is folder", false,
"png", "string", cmd);
std::vector<std::string> cmdModeConstraintV;
cmdModeConstraintV.push_back("noise");
cmdModeConstraintV.push_back("scale");
cmdModeConstraintV.push_back("noise_scale");
cmdModeConstraintV.push_back("auto_scale");
TCLAP::ValuesConstraint<std::string> cmdModeConstraint(cmdModeConstraintV);
TCLAP::ValueArg<std::string> cmdMode("m", "mode", "image processing mode",
false, "noise_scale", &cmdModeConstraint, cmd);
std::vector<int> cmdNRLConstraintV;
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cmdNRLConstraintV.push_back(0);
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cmdNRLConstraintV.push_back(1);
cmdNRLConstraintV.push_back(2);
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cmdNRLConstraintV.push_back(3);
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TCLAP::ValuesConstraint<int> cmdNRLConstraint(cmdNRLConstraintV);
TCLAP::ValueArg<int> cmdNRLevel("n", "noise_level", "noise reduction level",
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false, 0, &cmdNRLConstraint, cmd);
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TCLAP::ValueArg<double> cmdScaleRatio("s", "scale_ratio",
"custom scale ratio", false, 2.0, "double", cmd);
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TCLAP::ValueArg<double> cmdScaleWidth("w", "scale_width",
"custom scale width", false, 0, "double", cmd);
TCLAP::ValueArg<double> cmdScaleHeight("h", "scale_height",
"custom scale height", false, 0, "double", cmd);
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TCLAP::ValueArg<std::string> cmdModelPath("", "model_dir",
"path to custom model directory (don't append last / )", false,
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"models/upconv_7_anime_style_art_rgb", "string", cmd);
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std::vector<std::string> cmdProcessConstraintV;
cmdProcessConstraintV.push_back("cpu");
cmdProcessConstraintV.push_back("gpu");
cmdProcessConstraintV.push_back("cudnn");
TCLAP::ValuesConstraint<std::string> cmdProcessConstraint(cmdProcessConstraintV);
TCLAP::ValueArg<std::string> cmdProcess("p", "process", "process mode",
false, "gpu", &cmdProcessConstraint, cmd);
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TCLAP::ValueArg<int> cmdOutputQuality("q", "output_quality",
"output image quality", false,
-1, "int", cmd);
TCLAP::ValueArg<int> cmdOutputDepth("d", "output_depth",
"output image chaneel depth bit", false,
8, "int", cmd);
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TCLAP::ValueArg<int> cmdCropSizeFile("c", "crop_size",
"input image split size", false,
128, "int", cmd);
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TCLAP::ValueArg<int> cmdCropWidth("", "crop_w",
"input image split size(width)", false,
128, "int", cmd);
TCLAP::ValueArg<int> cmdCropHeight("", "crop_h",
"input image split size(height)", false,
128, "int", cmd);
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TCLAP::ValueArg<int> cmdBatchSizeFile("b", "batch_size",
"input batch size", false,
1, "int", cmd);
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TCLAP::ValueArg<int> cmdGPUNoFile("", "gpu",
"gpu device no", false,
0, "int", cmd);
Test-Time Augmentation Mode実装
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std::vector<int> cmdTTAConstraintV;
cmdTTAConstraintV.push_back(0);
cmdTTAConstraintV.push_back(1);
TCLAP::ValuesConstraint<int> cmdTTAConstraint(cmdTTAConstraintV);
TCLAP::ValueArg<int> cmdTTALevel("t", "tta", "8x slower and slightly high quality",
false, 0, &cmdTTAConstraint, cmd);
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// definition of command line argument : end
TCLAP::Arg::enableIgnoreMismatched();
// parse command line arguments
try
{
cmd.parse(argc, argv);
}
catch (std::exception &e)
{
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: %s\n", e.what());
return 1;
}
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boost::optional<double> ScaleRatio;
boost::optional<int> ScaleWidth;
boost::optional<int> ScaleHeight;
int valid_num = 0;
if (cmdScaleWidth.getValue() > 0)
valid_num++;
if (cmdScaleHeight.getValue() > 0)
valid_num++;
if (valid_num > 1)
{
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: scale_width<74><68>scale_height<68>͓<EFBFBD><CD93><EFBFBD><EFBFBD>Ɏw<C98E><77><EFBFBD>ł<EFBFBD><C582>܂<EFBFBD><DC82><EFBFBD>\n");
return 1;
}
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int crop_w = cmdCropSizeFile.getValue();
int crop_h = cmdCropSizeFile.getValue();
if (cmdCropWidth.isSet())
crop_w = cmdCropWidth.getValue();
if (cmdCropHeight.isSet())
crop_h = cmdCropHeight.getValue();
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if (cmdScaleWidth.getValue() > 0)
ScaleWidth = cmdScaleWidth.getValue();
else if (cmdScaleHeight.getValue() > 0)
ScaleHeight = cmdScaleHeight.getValue();
else
ScaleRatio = cmdScaleRatio.getValue();
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const boost::filesystem::path input_path(boost::filesystem::absolute((cmdInputFile.getValue())));
std::string outputExt = cmdOutputFileExt.getValue();
if (outputExt.length() > 0 && outputExt[0] != '.')
outputExt = "." + outputExt;
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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const std::string ModelName = Waifu2x::GetModelName(cmdModelPath.getValue());
CUIでもTTAを使うときにファイル名が変化するようにした
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const bool use_tta = cmdTTALevel.getValue() == 1;
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std::vector<std::pair<std::string, std::string>> file_paths;
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if (boost::filesystem::is_directory(input_path)) // input_path<74><68><EFBFBD>t<EFBFBD>H<EFBFBD><48><EFBFBD>_<EFBFBD>Ȃ炻<C882>̃f<CC83>B<EFBFBD><42><EFBFBD>N<EFBFBD>g<EFBFBD><67><EFBFBD>ȉ<EFBFBD><C889>̉摜<CC89>t<EFBFBD>@<40>C<EFBFBD><43><EFBFBD><EFBFBD><EFBFBD>ꊇ<EFBFBD>ϊ<EFBFBD>
{
boost::filesystem::path output_path;
if (cmdOutputFile.getValue() == "(auto)")
{
// <20>utest<73>v<EFBFBD>Ȃ<EFBFBD><C882>utest_noise_scale(Level1)(x2.000000)<29>v<EFBFBD>݂<EFBFBD><DD82><EFBFBD><EFBFBD>Ȋ<EFBFBD><C88A><EFBFBD><EFBFBD>ɂ<EFBFBD><C982><EFBFBD>
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std::string addstr("(");
addstr += ModelName;
addstr += ")";
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const std::string &mode = cmdMode.getValue();
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addstr += "(" + mode + ")";
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if (mode.find("noise") != mode.npos || mode.find("auto_scale") != mode.npos)
addstr += "(Level" + std::to_string(cmdNRLevel.getValue()) + ")";
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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if (use_tta)
addstr += "(tta)";
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if (mode.find("scale") != mode.npos)
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{
if(ScaleRatio)
addstr += "(x" + std::to_string(*ScaleRatio) + ")";
else if (ScaleWidth)
addstr += "(width " + std::to_string(*ScaleWidth) + ")";
else
addstr += "(height " + std::to_string(*ScaleHeight) + ")";
}
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if (cmdOutputDepth.getValue() != 8)
addstr += "(" + std::to_string(cmdOutputDepth.getValue()) + "bit)";
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output_path = input_path.branch_path() / (input_path.stem().string() + addstr);
}
else
output_path = cmdOutputFile.getValue();
output_path = boost::filesystem::absolute(output_path);
if (!boost::filesystem::exists(output_path))
{
if (!boost::filesystem::create_directory(output_path))
{
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>o<EFBFBD>̓t<CD83>H<EFBFBD><48><EFBFBD>_<EFBFBD>u%s<>v<EFBFBD>̍쐬<CC8D>Ɏ<EFBFBD><C98E>s<EFBFBD><73><EFBFBD>܂<EFBFBD><DC82><EFBFBD>\n", output_path.string().c_str());
return 1;
}
}
std::vector<std::string> extList;
{
// input_extention_list<73>𕶎<EFBFBD><F095B68E><EFBFBD><EFBFBD>̔z<CC94><7A><EFBFBD>ɂ<EFBFBD><C982><EFBFBD>
typedef boost::char_separator<char> char_separator;
typedef boost::tokenizer<char_separator> tokenizer;
char_separator sep(":", "", boost::drop_empty_tokens);
tokenizer tokens(cmdInputFileExt.getValue(), sep);
for (tokenizer::iterator tok_iter = tokens.begin(); tok_iter != tokens.end(); ++tok_iter)
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{
std::string ext(*tok_iter);
std::transform(ext.begin(), ext.end(), ext.begin(), ::tolower);
extList.push_back("." + ext);
}
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}
// <20>ϊ<EFBFBD><CF8A><EFBFBD><EFBFBD><EFBFBD><EFBFBD>摜<EFBFBD>̓<EFBFBD><CC93>́A<CD81>o<EFBFBD>̓p<CD83>X<EFBFBD><58><EFBFBD>擾
const auto func = [&extList, &input_path, &output_path, &outputExt, &file_paths](const boost::filesystem::path &path)
{
BOOST_FOREACH(const boost::filesystem::path& p, std::make_pair(boost::filesystem::recursive_directory_iterator(path),
boost::filesystem::recursive_directory_iterator()))
{
if (boost::filesystem::is_directory(p))
{
const auto out_relative = relativePath(p, input_path);
const auto out_absolute = output_path / out_relative;
if (!boost::filesystem::exists(out_absolute))
{
if (!boost::filesystem::create_directory(out_absolute))
{
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>o<EFBFBD>̓t<CD83>H<EFBFBD><48><EFBFBD>_<EFBFBD>u%s<>v<EFBFBD>̍쐬<CC8D>Ɏ<EFBFBD><C98E>s<EFBFBD><73><EFBFBD>܂<EFBFBD><DC82><EFBFBD>\n", out_absolute.string().c_str());
return false;
}
}
}
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else
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{
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std::string ext(p.extension().string());
std::transform(ext.begin(), ext.end(), ext.begin(), ::tolower);
if (std::find(extList.begin(), extList.end(), ext) != extList.end())
{
const auto out_relative = relativePath(p, input_path);
const auto out_absolute = output_path / out_relative;
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const auto out = (out_absolute.branch_path() / out_absolute.stem()).string() + outputExt;
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file_paths.emplace_back(p.string(), out);
}
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}
}
return true;
};
if (!func(input_path))
return 1;
}
else
{
std::string outputFileName = cmdOutputFile.getValue();
if (outputFileName == "(auto)")
{
// <20>umiku_small.png<6E>v<EFBFBD>Ȃ<EFBFBD><C882>umiku_small(noise_scale)(Level1)(x2.000000).png<6E>v<EFBFBD>݂<EFBFBD><DD82><EFBFBD><EFBFBD>Ȋ<EFBFBD><C88A><EFBFBD><EFBFBD>ɂ<EFBFBD><C982><EFBFBD>
outputFileName = cmdInputFile.getValue();
const auto tailDot = outputFileName.find_last_of('.');
outputFileName.erase(tailDot, outputFileName.length());
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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std::string addstr("(");
addstr += ModelName;
addstr += ")";
const std::string &mode = cmdMode.getValue();
addstr += "(" + mode + ")";
first
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if (mode.find("noise") != mode.npos || mode.find("auto_scale") != mode.npos)
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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addstr += "(Level" + std::to_string(cmdNRLevel.getValue()) + ")";
CUIでもTTAを使うときにファイル名が変化するようにした
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if (use_tta)
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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addstr += "(tta)";
first
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if (mode.find("scale") != mode.npos)
コマンドライン版の出力ファイル名自動生成の規則をGUI版と揃えた
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{
if (ScaleRatio)
addstr += "(x" + std::to_string(*ScaleRatio) + ")";
else if (ScaleWidth)
addstr += "(width " + std::to_string(*ScaleWidth) + ")";
else
addstr += "(height " + std::to_string(*ScaleHeight) + ")";
}
if (cmdOutputDepth.getValue() != 8)
addstr += "(" + std::to_string(cmdOutputDepth.getValue()) + "bit)";
outputFileName += addstr + outputExt;
first
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}
file_paths.emplace_back(cmdInputFile.getValue(), outputFileName);
}
GUI以外もコンパイルできるようにした
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Waifu2x::eWaifu2xModelType mode;
if (cmdMode.getValue() == "noise")
mode = Waifu2x::eWaifu2xModelTypeNoise;
else if (cmdMode.getValue() == "scale")
mode = Waifu2x::eWaifu2xModelTypeScale;
else if (cmdMode.getValue() == "noise_scale")
mode = Waifu2x::eWaifu2xModelTypeNoiseScale;
else if (cmdMode.getValue() == "auto_scale")
mode = Waifu2x::eWaifu2xModelTypeAutoScale;
全体の設計を変更
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Waifu2x::eWaifu2xError ret;
Waifu2x w;
GUI以外もコンパイルできるようにした
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ret = w.Init(mode, cmdNRLevel.getValue(), cmdModelPath.getValue(), cmdProcess.getValue(), cmdGPUNoFile.getValue());
全体の設計を変更
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switch (ret)
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{
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case Waifu2x::eWaifu2xError_InvalidParameter:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>p<EFBFBD><70><EFBFBD><EFBFBD><EFBFBD>[<5B>^<5E><><EFBFBD>s<EFBFBD><73><EFBFBD>ł<EFBFBD>\n");
return 1;
case Waifu2x::eWaifu2xError_FailedOpenModelFile:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20><><EFBFBD>f<EFBFBD><66><EFBFBD>t<EFBFBD>@<40>C<EFBFBD><43><EFBFBD><EFBFBD><EFBFBD>J<EFBFBD><4A><EFBFBD>܂<EFBFBD><DC82><EFBFBD><EFBFBD>ł<EFBFBD><C582><EFBFBD>\n");
return 1;
case Waifu2x::eWaifu2xError_FailedParseModelFile:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20><><EFBFBD>f<EFBFBD><66><EFBFBD>t<EFBFBD>@<40>C<EFBFBD><43><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ă<EFBFBD><C482>܂<EFBFBD>\n");
return 1;
case Waifu2x::eWaifu2xError_FailedConstructModel:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>l<EFBFBD>b<EFBFBD>g<EFBFBD><67><EFBFBD>[<5B>N<EFBFBD>̍\<EFBFBD>z<EFBFBD>Ɏ<EFBFBD><EFBFBD>s<EFBFBD><EFBFBD><EFBFBD>܂<EFBFBD><EFBFBD><EFBFBD>\n");
return 1;
}
first
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全体の設計を変更
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bool isError = false;
for (const auto &p : file_paths)
{
GUI以外もコンパイルできるようにした
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const Waifu2x::eWaifu2xError ret = w.waifu2x(p.first, p.second, ScaleRatio, ScaleWidth, ScaleHeight, nullptr,
CUI版でcrop_w,crop_hオプション追加
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crop_w, crop_h,
GUI以外もコンパイルできるようにした
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cmdOutputQuality.getValue() == -1 ? boost::optional<int>() : cmdOutputQuality.getValue(), cmdOutputDepth.getValue(), use_tta, cmdBatchSizeFile.getValue());
全体の設計を変更
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if (ret != Waifu2x::eWaifu2xError_OK)
first
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{
全体の設計を変更
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switch (ret)
first
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{
全体の設計を変更
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case Waifu2x::eWaifu2xError_InvalidParameter:
first
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printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>p<EFBFBD><70><EFBFBD><EFBFBD><EFBFBD>[<5B>^<5E><><EFBFBD>s<EFBFBD><73><EFBFBD>ł<EFBFBD>\n");
break;
全体の設計を変更
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case Waifu2x::eWaifu2xError_FailedOpenInputFile:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20><><EFBFBD>͉摜<CD89>u%s<>v<EFBFBD><76><EFBFBD>J<EFBFBD><4A><EFBFBD>܂<EFBFBD><DC82><EFBFBD><EFBFBD>ł<EFBFBD><C582><EFBFBD>\n", p.first.c_str());
first
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break;
全体の設計を変更
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case Waifu2x::eWaifu2xError_FailedOpenOutputFile:
printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20>o<EFBFBD>͉摜<CD89>u%s<>v<EFBFBD><76><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>߂܂<DF82><DC82><EFBFBD><EFBFBD>ł<EFBFBD><C582><EFBFBD>\n", p.second.c_str());
first
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break;
全体の設計を変更
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case Waifu2x::eWaifu2xError_FailedProcessCaffe:
first
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printf("<EFBFBD>G<EFBFBD><EFBFBD><EFBFBD>[: <20><><EFBFBD>ԏ<EFBFBD><D48F><EFBFBD><EFBFBD>Ɏ<EFBFBD><C98E>s<EFBFBD><73><EFBFBD>܂<EFBFBD><DC82><EFBFBD>\n");
break;
}
全体の設計を変更
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isError = true;
first
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}
全体の設計を変更
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}
first
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全体の設計を変更
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if (isError)
{
printf("<EFBFBD>ϊ<EFBFBD><EFBFBD>Ɏ<EFBFBD><EFBFBD>s<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>t<EFBFBD>@<40>C<EFBFBD><43><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>܂<EFBFBD>\n");
first
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return 1;
}
全体の設計を変更
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printf("<EFBFBD>ϊ<EFBFBD><EFBFBD>ɐ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>܂<EFBFBD><EFBFBD><EFBFBD>\n");
Caffeをcaffe-builderでビルドした最新版に変更
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Waifu2x::quit_liblary();
first
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return 0;
}
Reference in New Issue Copy Permalink