updated build script requirements file name

fixed a dash with the wrong encoding
updated setup script for RealSR NCNN Vulkan and changed requirement files
2026-02-06 20:44:56 +08:00 · 2020-05-29 16:24:22 -04:00 · 2020-05-29 16:20:11 -04:00 · 2020-05-29 16:02:06 -04:00 · 2020-05-29 15:30:16 -04:00 · 2020-05-28 10:52:38 -04:00
26 changed files with 1152 additions and 318 deletions
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -1,7 +1,7 @@
 # Name: Video2X Nightly Build
 # Creator: K4YT3X
 # Date Created: May 12, 2020
-# Last Modified: May 13, 2020
+# Last Modified: May 28, 2020

 name: Video2X Nightly Build

@@ -27,7 +27,7 @@ jobs:
        run: |
          python -m pip install -U pip
          pip install -U pyinstaller pywin32
-          pip install -U -r requirements.txt
+          pip install -U -r requirements-windows.txt
      - name: Build Video2X CLI
        run: |
          pyinstaller --noconfirm --log-level=WARN `
--- a/186
+++ b/186
@@ -0,0 +1,186 @@
+FROM ubuntu:19.10
+#FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04
+MAINTAINER Danielle Douglas <ddouglas87@gmail.com>
+MAINTAINER Lhanjian <lhjay1@foxmail.com>
+MAINTAINER K4YT3X <k4yt3x@k4yt3x.com>
+
+# Don't ask questions during image setup.
+ENV DEBIAN_FRONTEND noninteractive
+ENV NASM_VERSION 2.14
+ENV NVCODEC_VERSION 8.2.15.6
+ENV PKG_CONFIG_PATH /usr/local/lib/pkgconfig
+ENV FFMPEG_VERSION 4.1.2
+
+# Install apt-fast, because we got gigs to download.
+RUN apt-get update && apt-get install -y apt-utils &&\
+    apt-get install -y --no-install-recommends software-properties-common &&\
+    add-apt-repository ppa:apt-fast/stable &&\
+    add-apt-repository -y ppa:graphics-drivers/ppa &&\
+    apt-get install -y --no-install-recommends apt-fast && apt-fast update
+
+
+## Install Video2X ##
+
+# Dependencies
+RUN apt-fast install -y --no-install-recommends git-core python3-pip python3-setuptools python3-wheel python3-psutil ffmpeg gcc g++ \
+    libc6-dev python3-dev libmagic-dev libmagic1 python3.8 nvidia-driver-440 nvidia-cuda-toolkit gnupg2 curl ca-certificates pkg-config \
+    autoconf libx264-dev libx265-dev libnuma-dev libvpx-dev libfdk-aac-dev libmp3lame-dev libopus-dev libass-dev libfreetype6-dev libgnutls28-dev \
+    libsdl2-dev libtool libva-dev libvdpau-dev libvorbis-dev libxcb1-dev libxcb-shm0-dev libxcb-xfixes0-dev texinfo wget yasm zlib1g-dev \
+    libass-dev libfreetype6-dev libsdl2-dev p11-kit libva-dev libvdpau-dev libvorbis-dev libxcb1-dev libxcb-shm0-dev libxcb-xfixes0-dev \
+    pkg-config texinfo wget zlib1g-dev libchromaprint-dev frei0r-plugins-dev gnutls-dev ladspa-sdk libcaca-dev libcdio-paranoia-dev libcodec2-dev \
+    libfontconfig1-dev libfreetype6-dev libfribidi-dev libgme-dev libgsm1-dev libjack-dev libmodplug-dev libmp3lame-dev libopencore-amrnb-dev \
+    libopencore-amrwb-dev libopenjp2-7-dev libopenmpt-dev libopus-dev libpulse-dev librsvg2-dev librubberband-dev librtmp-dev libshine-dev \
+    libsmbclient-dev libsnappy-dev libsoxr-dev libspeex-dev libssh-dev libtesseract-dev libtheora-dev libtwolame-dev libv4l-dev libvo-amrwbenc-dev \
+    libvorbis-dev libvpx-dev libwavpack-dev libwebp-dev libx264-dev libx265-dev libxvidcore-dev libxml2-dev libzmq3-dev libzvbi-dev liblilv-dev \
+    libopenal-dev opencl-dev libjack-dev libbluray-dev libfdk-aac-dev libmysofa-dev
+
+RUN curl -vfsSLO https://www.nasm.us/pub/nasm/releasebuilds/$NASM_VERSION/nasm-$NASM_VERSION.tar.bz2 \
+    && tar -xjf nasm-$NASM_VERSION.tar.bz2 \
+    && cd nasm-$NASM_VERSION \
+    && ./autogen.sh \
+    && ./configure \
+    && make -j$(nproc) \
+    && make install
+
+RUN git clone --recurse-submodules -b n$NVCODEC_VERSION --depth 1 https://git.videolan.org/git/ffmpeg/nv-codec-headers \
+    && cd nv-codec-headers \
+    && make install
+
+RUN curl -vfsSLO https://ffmpeg.org/releases/ffmpeg-$FFMPEG_VERSION.tar.bz2 \
+    && tar -xjf ffmpeg-$FFMPEG_VERSION.tar.bz2 \
+    && cd ffmpeg-$FFMPEG_VERSION \
+    && ./configure --enable-cuda-sdk --enable-cuvid --enable-nonfree --enable-libnpp --enable-nvenc \
+    --enable-gpl --enable-version3 \
+    --enable-small --enable-avisynth --enable-chromaprint \
+    --enable-frei0r --enable-gmp --enable-gnutls --enable-ladspa \
+    --enable-libass --enable-libcaca --enable-libcdio \
+    --enable-libcodec2 --enable-libfontconfig --enable-libfreetype \
+    --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack \
+    --enable-libmodplug --enable-libmp3lame --enable-libopencore-amrnb \
+    --enable-libopencore-amrwb --enable-libopencore-amrwb \
+    --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse \
+    --enable-librsvg --enable-librubberband --enable-librtmp --enable-libshine \
+    --enable-libsnappy --enable-libsoxr --enable-libspeex \
+    --enable-libssh --enable-libtesseract --enable-libtheora \
+    --enable-libtwolame --enable-libv4l2 --enable-libvo-amrwbenc \
+    --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp \
+    --enable-libx264 --enable-libx265 --enable-libxvid --enable-libxml2 \
+    --enable-libzmq --enable-libzvbi --enable-lv2 \
+    --enable-libmysofa \
+    --enable-openal --enable-opencl --enable-opengl --enable-libdrm \
+    --enable-libfdk-aac --enable-libbluray \
+    && make -j$(nproc) \
+    && make install
+
+# Install Nvidia Driver
+
+RUN curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub | apt-key add -
+
+RUN echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list
+
+# Install Video2X
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 1 && update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 2
+RUN  cd / && python3.8 -m pip install --upgrade pip &&\
+    git clone --recurse-submodules --progress https://github.com/k4yt3x/video2x.git --depth=1 &&\
+    python3.8 -m pip install avalon_framework colorama python-magic patool psutil pyqt5 pyunpack pyyaml requests tqdm
+
+# eg: docker build -t video2x . --build-arg driver=waifu2x_ncnn_vulkan
+ARG driver=all
+
+# Check if driver exists.
+SHELL ["/bin/bash", "-c"]
+RUN drivers=(all waifu2x_caffe waifu2x_converter waifu2x_ncnn_vulkan) &&\
+    case ${drivers[@]} in (*${driver,,}*) true ;; (*)\
+    echo "ERROR: Unrecognized driver." >&2 &&\
+    printf "%s " "Choices are: ${drivers[@]}" >&2 | printf "\n" >&2 &&\
+    exit 1 ;;\
+    esac
+
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_caffe" ] ; then \
+    # nagadomi/caffe prerequisites
+    apt-fast update &&\
+    apt-fast install -y --no-install-recommends build-essential cmake libboost-system-dev libboost-thread-dev libboost-filesystem-dev libboost-chrono-dev libboost-date-time-dev libboost-atomic-dev libboost-python-dev libprotobuf-dev protobuf-compiler libhdf5-dev liblmdb-dev libleveldb-dev libsnappy-dev libopencv-dev libatlas-base-dev python-numpy libgflags-dev libgoogle-glog-dev &&\
+    # nagadomi/waifu2x-caffee-ubuntu prerequisites
+    apt-fast install -y --no-install-recommends libboost-iostreams-dev;\
+    fi
+# build waifu2x-caffe && install caffe
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_caffe" ] ; then \
+    git clone --recurse-submodules --depth=1 --progress --recurse-submodules https://github.com/nagadomi/waifu2x-caffe-ubuntu.git &&\
+    cd waifu2x-caffe-ubuntu &&\
+    git clone --recurse-submodules --progress --depth=1 https://github.com/nagadomi/caffe.git;\
+    fi
+
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_caffe" ] ; then \
+    apt-fast install --no-install-recommends -y gcc-8 libcudnn7 libcudnn7-dev &&\
+    apt-get remove -y gcc g++ &&\
+    ln -s /usr/bin/gcc-8 /usr/bin/gcc && ln -s /usr/bin/g++-8 /usr/bin/g++ &&\
+    cd /waifu2x-caffe-ubuntu &&\
+    mkdir build &&\
+    cd build &&\
+    cmake .. -DCMAKE_INSTALL_PREFIX=/usr &&\
+    make -j$(nproc) install;\
+    fi
+
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_caffe" ] ; then \
+    # install waifu2x-caffe
+    cd /waifu2x-caffe-ubuntu/build &&\
+    cp waifu2x-caffe ../bin/ &&\
+    mv ../bin tempname &&\
+    mv tempname /video2x/ &&\
+    mv /video2x/tempname /video2x/waifu2x-caffe &&\
+    rm -rf ../waifu2x-caffe-ubuntu ;\
+    fi
+
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_ncnn_vulkan" ] ; then \
+    apt-fast install -y --no-install-recommends software-properties-common build-essential cmake libvulkan-dev glslang-tools libprotobuf-dev protobuf-compiler &&\
+    git clone --recurse-submodules --depth=1 --progress https://github.com/Tencent/ncnn.git &&\
+    cd ncnn &&\
+    mkdir -p build &&\
+    cd build &&\
+    cmake -DCMAKE_INSTALL_PREFIX=/usr -DNCNN_VULKAN=ON .. &&\
+    make -j$(nproc) install &&\
+    rm -rf ../../ncnn &&\
+    cd / &&\
+    # Compile waifu2x-ncnn-vulkan
+    git clone --recurse-submodules --depth=1 --progress https://github.com/nihui/waifu2x-ncnn-vulkan.git &&\
+    cd waifu2x-ncnn-vulkan &&\
+    mkdir -p build &&\
+    cd build &&\
+    cmake ../src &&\
+    make -j$(nproc) &&\
+    # Incall waifu2x-ncnn-vulkan
+    cd /waifu2x-ncnn-vulkan &&\
+    mkdir waifu2x-ncnn-vulkan &&\
+    mv models/models-cunet waifu2x-ncnn-vulkan/ &&\
+    mv build/waifu2x-ncnn-vulkan waifu2x-ncnn-vulkan/ &&\
+    mv waifu2x-ncnn-vulkan /video2x/ &&\
+    rm -rf ../waifu2x-ncnn-vulkan ;\
+    fi
+
+RUN if [ "$driver" = "all" ] || [ "$driver" = "waifu2x_converter" ] ;\
+    then \
+    # Prerequisits for waifu2x-converter-cpp
+    apt-fast install -y --no-install-recommends build-essential cmake libopencv-dev ocl-icd-opencl-dev &&\
+    # Compile & Install
+    git clone --recurse-submodules --depth=1 --progress https://github.com/DeadSix27/waifu2x-converter-cpp &&\
+    cd waifu2x-converter-cpp &&\
+    mkdir build &&\
+    cd build &&\
+    cmake .. &&\
+    make -j$(nproc) &&\
+    #ldconfig &&\
+    cp -r ../models_rgb ./&&\
+    cd / ;\
+    fi
+
+# Go!
+#COPY entrypoint.sh /
+#ENTRYPOINT ["/entrypoint.sh"]
+
+WORKDIR /host
+ENTRYPOINT ["/bin/bash"]
+
+ENV NVIDIA_DRIVER_CAPABILITIES all
+# Docker image can ask questions now, if needed.
+ENV DEBIAN_FRONTEND teletype
+
--- a/README.md
+++ b/README.md
@@ -2,13 +2,13 @@
   <img src="https://user-images.githubusercontent.com/21986859/81626588-ae5ab800-93eb-11ea-918f-ebe98c2de40a.png"/>
 </p>

-![Master Branch Version](https://img.shields.io/badge/master-v4.0.0-9cf?style=flat-square)
 ![GitHub release (latest by date)](https://img.shields.io/github/v/release/k4yt3x/video2x?style=flat-square)
 ![GitHub Workflow Status](https://img.shields.io/github/workflow/status/k4yt3x/video2x/Video2X%20Nightly%20Build?label=Nightly&style=flat-square)
+![Docker Cloud Build Status](https://img.shields.io/docker/cloud/build/k4yt3x/video2x?style=flat-square)
 ![GitHub All Releases](https://img.shields.io/github/downloads/k4yt3x/video2x/total?style=flat-square)
 ![GitHub](https://img.shields.io/github/license/k4yt3x/video2x?style=flat-square)
 ![Platforms](https://img.shields.io/badge/Platforms-Windows%20%7C%20Linux%20%7C%20macOS-blue?style=flat-square)
-<img alt="Become a Patron!" src="https://c5.patreon.com/external/logo/become_a_patron_button@2x.png" href="https://www.patreon.com/bePatron?u=34970782" height=20>
+![Become A Patron!](https://img.shields.io/endpoint.svg?url=https%3A%2F%2Fshieldsio-patreon.herokuapp.com%2Fk4yt3x&style=flat-square)

 <!--# Video2X Lossless Video Enlarger-->

@@ -35,6 +35,14 @@ To download the latest nightly build, go to the [GitHub Actions](https://github.

 Video2X is a video/GIF/image upscaling software based on Waifu2X, Anime4K and SRMD written in Python 3. It upscales videos, GIFs and images, restoring details from low-resolution inputs. Video2X also accepts GIF input to video output and video input to GIF output.

+Currently, Video2X supports the following drivers (implementations of algorithms).
+
+- **Waifu2X Caffe**: Caffe implementation of waifu2x
+- **Waifu2X Converter CPP**: CPP implementation of waifu2x based on OpenCL and OpenCV
+- **Waifu2X NCNN Vulkan**: NCNN implementation of waifu2x based on Vulkan API
+- **SRMD NCNN Vulkan**: NCNN implementation of SRMD based on Vulkan API
+- **Anime4KCPP**: CPP implementation of Anime4K
+
 ### Video Upscaling

 ![Spirited Away Demo](https://user-images.githubusercontent.com/21986859/49412428-65083280-f73a-11e8-8237-bb34158a545e.png)\
@@ -86,7 +94,7 @@ The list is sorted from new to old.

 ### Video2X GUI

-![GUI Preview](https://user-images.githubusercontent.com/21986859/81662226-cacb1480-942c-11ea-831f-2f0827f9cd11.png)\
+![GUI Preview](https://user-images.githubusercontent.com/21986859/82119295-bc526500-976c-11ea-9ea8-53264689023e.png)\
 *Video2X GUI Screenshot*

 ### Video2X CLI
@@ -171,6 +179,14 @@ To see a help page for driver-specific settings, use `-d` to select the driver a
 python video2x.py -d waifu2x_caffe -- --help
 ```

+### Running Video2X (Docker)
+
+Video2X can be deployed via Docker.
+
+```shell
+docker pull k4yt3x/video2x
+```
+
 ---

 ## Documentations
@@ -268,10 +284,12 @@ This project relies on the following software and projects.

 ## Special Thanks

-Appreciations given to the following code contributors:
+Appreciations given to the following personnel who have contributed significantly to the project (specifically the technical perspective).

 - @BrianPetkovsek
 - @SAT3LL
+- @ddouglas87
+- @lhanjian

 ## Related Projects

--- a/src/build.ps1
+++ b/src/build.ps1
@@ -9,7 +9,7 @@ executable (PE) releases automatically using PyInstaller.
 This script is currently only tuned for K4YT3X's environment.

 To start a PowerShell session with execution policy bypass
-powershell –ExecutionPolicy Bypass
+powershell -ExecutionPolicy Bypass
 #>

 if ($args.count -ne 1){
@@ -82,7 +82,7 @@ Copy-Item "dist\video2x.exe" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2
 Copy-Item "dist\video2x_gui.exe" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2X_VERSION)-win32-light\"
 Copy-Item "dist\video2x_setup.exe" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2X_VERSION)-win32-light\"
 Copy-Item "video2x.yaml" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2X_VERSION)-win32-light\"
-Copy-Item "requirements.txt" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2X_VERSION)-win32-light\"
+Copy-Item "requirements-windows.txt" -Destination "$($VIDEO2X_VERSION)\video2x-$($VIDEO2X_VERSION)-win32-light\"

 # clean up temporary files
 Write-Host -ForegroundColor White "`nDeleting temporary files"
--- a/src/locale/zh_CN/LC_MESSAGES/video2x.mo
+++ b/src/locale/zh_CN/LC_MESSAGES/video2x.mo
--- a/src/locale/zh_CN/LC_MESSAGES/zh_CN.mo
+++ b/src/locale/zh_CN/LC_MESSAGES/zh_CN.mo
--- a/src/locale/zh_CN/LC_MESSAGES/zh_CN.po
+++ b/src/locale/zh_CN/LC_MESSAGES/zh_CN.po
@@ -5,8 +5,8 @@
 msgid ""
 msgstr ""
 "Project-Id-Version: \n"
-"POT-Creation-Date: 2020-05-12 04:27-0400\n"
-"PO-Revision-Date: 2020-05-12 04:29-0400\n"
+"POT-Creation-Date: 2020-05-22 17:51-0400\n"
+"PO-Revision-Date: 2020-05-22 17:54-0400\n"
 "Last-Translator: \n"
 "Language-Team: \n"
 "Language: zh_CN\n"
@@ -21,276 +21,304 @@ msgstr ""
 msgid "Upscaling Progress"
 msgstr "放大进度"

-#: upscaler.py:106
+#: upscaler.py:110
 msgid "Specified or default cache directory is a file/link"
 msgstr "指定或默认的缓存目录是文件/链接"

-#: upscaler.py:112
+#: upscaler.py:116
 msgid "Creating cache directory {}"
 msgstr "创建缓存目录 {}"

-#: upscaler.py:115
+#: upscaler.py:119
 msgid "Unable to create {}"
 msgstr "无法创建 {}"

-#: upscaler.py:120
+#: upscaler.py:124
 msgid "Extracted frames are being saved to: {}"
 msgstr "提取的帧将被保存到：{}"

-#: upscaler.py:122
+#: upscaler.py:126
 msgid "Upscaled frames are being saved to: {}"
 msgstr "已放大的帧将被保存到：{}"

-#: upscaler.py:132
+#: upscaler.py:136
 msgid "Cleaning up cache directory: {}"
 msgstr "清理缓存目录：{}"

-#: upscaler.py:135
+#: upscaler.py:141
 msgid "Unable to delete: {}"
 msgstr "无法删除：{}"

-#: upscaler.py:141 upscaler.py:156 upscaler.py:167
+#: upscaler.py:147 upscaler.py:162 upscaler.py:173
 msgid "Input and output path type mismatch"
 msgstr "输入和输出路径类型不匹配"

-#: upscaler.py:142
+#: upscaler.py:148
 msgid "Input is multiple files but output is not directory"
 msgstr "输入是多个文件，但输出不是目录"

-#: upscaler.py:146
+#: upscaler.py:152
 msgid "Input path {} is neither a file nor a directory"
 msgstr "输入路径 {} 既不是文件也不是目录"

-#: upscaler.py:150 upscaler.py:172
+#: upscaler.py:156 upscaler.py:178
 msgid "Input directory and output directory cannot be the same"
 msgstr "输入目录和输出目录不能相同"

-#: upscaler.py:157
+#: upscaler.py:163
 msgid "Input is single file but output is directory"
 msgstr "所选的输入路径是单个文件，但输出路径是目录"

-#: upscaler.py:160
+#: upscaler.py:166
 msgid "No suffix found in output file path"
 msgstr "在输出文件路径中未找到后缀"

-#: upscaler.py:161
+#: upscaler.py:167
 msgid "Suffix must be specified"
 msgstr "必须指定文件后缀"

-#: upscaler.py:168
+#: upscaler.py:174
 msgid "Input is directory but output is existing single file"
 msgstr "输入是目录，但输出是现有的单个文件"

-#: upscaler.py:177
+#: upscaler.py:183
 msgid "Input path is neither a file nor a directory"
 msgstr "输入路径既不是文件也不是目录"

-#: upscaler.py:186
+#: upscaler.py:192
 msgid "FFmpeg or FFprobe cannot be found under the specified path"
 msgstr "在指定的路径下找不到 FFmpeg 或 FFprobe"

-#: upscaler.py:187 upscaler.py:197
+#: upscaler.py:193 upscaler.py:203
 msgid "Please check the configuration file settings"
 msgstr "请检查配置文件设置"

-#: upscaler.py:196
+#: upscaler.py:202
 msgid "Specified driver executable directory doesn't exist"
 msgstr "指定驱动的可执行文件不存在"

-#: upscaler.py:223
+#: upscaler.py:229
 msgid "Failed to parse driver argument: {}"
 msgstr "解析驱动程序参数失败：{}"

-#: upscaler.py:248
-msgid "Anime4KCPP doesn't yet support GIF processing"
-msgstr "Anime4KCPP 尚不支持GIF处理"
-
-#: upscaler.py:263
+#: upscaler.py:261
 msgid "Unrecognized driver: {}"
 msgstr "无法识别的驱动名称：{}"

-#: upscaler.py:303
+#: upscaler.py:301
 msgid "Starting progress monitor"
 msgstr "启动进度监视器"

-#: upscaler.py:308
+#: upscaler.py:306
 msgid "Starting upscaled image cleaner"
 msgstr "启动已放大图像清理程序"

-#: upscaler.py:317 upscaler.py:334
+#: upscaler.py:315 upscaler.py:332
 msgid "Killing progress monitor"
 msgstr "终结进度监视器"

-#: upscaler.py:320 upscaler.py:337
+#: upscaler.py:318 upscaler.py:335
 msgid "Killing upscaled image cleaner"
 msgstr "终结已放大图像清理程序"

-#: upscaler.py:341
+#: upscaler.py:339
 msgid "Terminating all processes"
 msgstr "正在终止所有进程"

-#: upscaler.py:348
+#: upscaler.py:346
 msgid "Main process waiting for subprocesses to exit"
 msgstr "主进程开始等待子进程结束"

-#: upscaler.py:367 upscaler.py:371
+#: upscaler.py:365 upscaler.py:369
 msgid "Subprocess {} exited with code {}"
 msgstr "子进程 {} 结束，返回码 {}"

-#: upscaler.py:377
+#: upscaler.py:375
 msgid "Stop signal received"
 msgstr "收到停止信号"

-#: upscaler.py:382
+#: upscaler.py:380
 msgid "Subprocess execution ran into an error"
 msgstr "子进程执行遇到错误"

-#: upscaler.py:430
-msgid "Upscaling single file: {}"
-msgstr "放大单个文件：{}"
+#: upscaler.py:410
+msgid "Loading files into processing queue"
+msgstr "正在将文件添加到处理队列中"

-#: upscaler.py:466
+#: upscaler.py:415
+msgid "Loading files from multiple paths"
+msgstr "正在从多个路径中导入文件"
+
+#: upscaler.py:416 upscaler.py:435 upscaler.py:442
+msgid "Input path(s): {}"
+msgstr "输入路径：{}"
+
+#: upscaler.py:434
+msgid "Loading single file"
+msgstr "正在导入单个文件"
+
+#: upscaler.py:441
+msgid "Loading files from directory"
+msgstr "正在从文件夹中导入文件"
+
+#: upscaler.py:455
+msgid "Loaded files into processing queue"
+msgstr "文件已添加到处理队列"
+
+#: upscaler.py:458
+msgid "Input file: {}"
+msgstr "输入文件：{}"
+
+#: upscaler.py:485
 msgid "Starting to upscale image"
 msgstr "开始放大图像"

-#: upscaler.py:469 upscaler.py:487 upscaler.py:545
+#: upscaler.py:488 upscaler.py:550
 msgid "Upscaling completed"
 msgstr "放大完成"

-#: upscaler.py:482
-msgid "Starting to upscale video with Anime4KCPP"
-msgstr "开始用 Anime4KCPP 放大视频"
-
-#: upscaler.py:496
+#: upscaler.py:502
 msgid "Reading video information"
 msgstr "读取视频信息"

-#: upscaler.py:510
+#: upscaler.py:516
 msgid "Aborting: No video stream found"
 msgstr "程序中止：文件中未找到视频流"

-#: upscaler.py:531
-msgid "Unsupported pixel format: {}"
-msgstr "不支持的像素格式：{}"
-
-#: upscaler.py:534
+#: upscaler.py:521
 msgid "Framerate: {}"
 msgstr "帧率：{}"

-#: upscaler.py:543
+#: upscaler.py:538
+msgid "Unsupported pixel format: {}"
+msgstr "不支持的像素格式：{}"
+
+#: upscaler.py:548
 msgid "Starting to upscale extracted frames"
 msgstr "开始对提取的帧进行放大"

-#: upscaler.py:550
-msgid "File {} ({}) neither an image of a video"
+#: upscaler.py:555
+msgid "File {} ({}) neither an image nor a video"
 msgstr "文件 {} （{}） 既不是图片也不是视频"

-#: upscaler.py:551
+#: upscaler.py:556
 msgid "Skipping this file"
 msgstr "将跳过此文件"

-#: upscaler.py:561
+#: upscaler.py:566
 msgid "Converting extracted frames into GIF image"
 msgstr "正在将提取的帧转换为 GIF"

-#: upscaler.py:565 upscaler.py:574
+#: upscaler.py:570 upscaler.py:579
 msgid "Conversion completed"
 msgstr "转换已完成"

-#: upscaler.py:570
+#: upscaler.py:575
 msgid "Converting extracted frames into video"
 msgstr "正在将提取的帧转换为视频"

-#: upscaler.py:578
+#: upscaler.py:583
 msgid "Migrating audio, subtitles and other streams to upscaled video"
 msgstr "正在将音频、字幕和其他流迁移到放大后的视频"

-#: upscaler.py:587
+#: upscaler.py:593
 msgid "Failed to migrate streams"
 msgstr "迁移流失败"

-#: upscaler.py:588
+#: upscaler.py:594
 msgid "Trying to output video without additional streams"
 msgstr "正在尝试输出不含其他流的视频"

-#: upscaler.py:599
-msgid "Output video file exists, aborting"
-msgstr "输出目标文件已存在，取消输出"
+#: upscaler.py:610
+msgid "Output video file exists"
+msgstr "输出目标文件已存在"

-#: upscaler.py:603
+#: upscaler.py:614
+msgid "Created temporary directory to contain file"
+msgstr "为文件创建了临时目录"
+
+#: upscaler.py:617
 msgid "Writing intermediate file to: {}"
 msgstr "正在将中间视频文件写入至：{}"

-#: video2x.py:84
+#: video2x.py:85
 msgid ""
-"Video2X Version: {}\n"
+"Video2X CLI Version: {}\n"
+"Upscaler Version: {}\n"
 "Author: K4YT3X\n"
 "License: GNU GPL v3\n"
 "Github Page: https://github.com/k4yt3x/video2x\n"
 "Contact: k4yt3x@k4yt3x.com"
 msgstr ""
 "Video2X 版本： {}\n"
+"放大组件版本：{}\n"
 "作者： K4YT3X\n"
 "开源许可： GNU GPL v3\n"
 "GitHub 主页：https://github.com/k4yt3x/video2x\n"
 "联系方式：k4yt3x@k4yt3x.com"

-#: video2x.py:106
+#: video2x.py:108
 msgid "Video2X Options"
 msgstr "Video2X 选项"

-#: video2x.py:107
+#: video2x.py:109
 msgid "show this help message and exit"
 msgstr "显示此帮助消息并退出"

-#: video2x.py:108
+#: video2x.py:110
 msgid "source video file/directory"
 msgstr "源视频文件/目录"

-#: video2x.py:109
+#: video2x.py:111
 msgid "output video file/directory"
 msgstr "输出视频文件/目录"

-#: video2x.py:110
+#: video2x.py:112
 msgid "video2x config file path"
 msgstr "video2x 配置文件路径"

-#: video2x.py:112
+#: video2x.py:114
 msgid "display version, lawful information and exit"
 msgstr "显示版本和法律信息并退出"

-#: video2x.py:115
+#: video2x.py:117
 msgid "Upscaling Options"
 msgstr "视频放大选项"

-#: video2x.py:116
+#: video2x.py:118
 msgid "upscaling driver"
 msgstr "视频放大驱动"

-#: video2x.py:117
+#: video2x.py:119
 msgid "scaling ratio"
 msgstr "缩放比"

-#: video2x.py:118
+#: video2x.py:120
 msgid "number of processes to use for upscaling"
 msgstr "并发进程数"

-#: video2x.py:119
+#: video2x.py:121
 msgid "preserve extracted and upscaled frames"
 msgstr "保留提取的和放大的帧"

-#: video2x.py:159
+#: video2x.py:161
 msgid "This file cannot be imported"
 msgstr "此文件无法被当作模块导入"

-#: video2x.py:234
+#: video2x.py:236
 msgid "Program completed, taking {} seconds"
 msgstr "程序执行完毕，总计花费 {} 秒"

-#: video2x.py:237
+#: video2x.py:239
 msgid "An exception has occurred"
 msgstr "发生了异常"

+#~ msgid "Anime4KCPP doesn't yet support GIF processing"
+#~ msgstr "Anime4KCPP 尚不支持GIF处理"
+
+#~ msgid "Starting to upscale video with Anime4KCPP"
+#~ msgstr "开始用 Anime4KCPP 放大视频"
+
 #~ msgid "output video width"
 #~ msgstr "输出视频宽度"

@@ -317,6 +345,3 @@ msgstr "发生了异常"

 #~ msgid "You must specify both width and height"
 #~ msgstr "您必须同时指定宽度和高度"
-
-#~ msgid "Upscaling videos in directory: {}"
-#~ msgstr "放大该文件夹中的所有视频：{}"
--- a/src/progress_monitor.py
+++ b/src/progress_monitor.py
--- a/src/requirements-linux.txt
+++ b/src/requirements-linux.txt
@@ -0,0 +1,10 @@
+avalon_framework
+colorama
+patool
+psutil
+pyqt5
+python-magic
+pyunpack
+pyyaml
+requests
+tqdm
--- a/src/requirements-windows.txt
+++ b/src/requirements-windows.txt
--- a/src/upscaler.py
+++ b/src/upscaler.py
@@ -4,7 +4,7 @@
 Name: Video2X Upscaler
 Author: K4YT3X
 Date Created: December 10, 2018
-Last Modified: May 16, 2020
+Last Modified: May 29, 2020

 Description: This file contains the Upscaler class. Each
 instance of the Upscaler class is an upscaler on an image or
@@ -25,6 +25,7 @@ import copy
 import gettext
 import importlib
 import locale
+import mimetypes
 import pathlib
 import queue
 import re
@@ -49,7 +50,7 @@ language.install()
 _ = language.gettext

 # version information
-UPSCALER_VERSION = '4.1.0'
+UPSCALER_VERSION = '4.2.0'

 # these names are consistent for
 # - driver selection in command line
@@ -59,6 +60,7 @@ AVAILABLE_DRIVERS = ['waifu2x_caffe',
                     'waifu2x_converter_cpp',
                     'waifu2x_ncnn_vulkan',
                     'srmd_ncnn_vulkan',
+                     'realsr_ncnn_vulkan',
                     'anime4kcpp']


@@ -134,7 +136,9 @@ class Upscaler:
                    # therefore, plain print is used
                    print(_('Cleaning up cache directory: {}').format(directory))
                    shutil.rmtree(directory)
-                except (OSError, FileNotFoundError):
+                except FileNotFoundError:
+                    pass
+                except OSError:
                    print(_('Unable to delete: {}').format(directory))
                    traceback.print_exc()

@@ -278,7 +282,7 @@ class Upscaler:
            process_directory.mkdir(parents=True, exist_ok=True)

        # waifu2x-converter-cpp will perform multi-threading within its own process
-        if self.driver in ['waifu2x_converter_cpp', 'waifu2x_ncnn_vulkan', 'srmd_ncnn_vulkan']:
+        if self.driver in ['waifu2x_converter_cpp', 'waifu2x_ncnn_vulkan', 'srmd_ncnn_vulkan', 'realsr_ncnn_vulkan', 'anime4kcpp']:
            process_directories = [self.extracted_frames]

        else:
@@ -404,8 +408,14 @@ class Upscaler:
        # define processing queue
        self.processing_queue = queue.Queue()

+        Avalon.info(_('Loading files into processing queue'))
+
        # if input is a list of files
        if isinstance(self.input, list):
+
+            Avalon.info(_('Loading files from multiple paths'))
+            Avalon.debug_info(_('Input path(s): {}').format(self.input))
+
            # make output directory if it doesn't exist
            self.output.mkdir(parents=True, exist_ok=True)

@@ -422,12 +432,15 @@ class Upscaler:

        # if input specified is single file
        elif self.input.is_file():
-            Avalon.info(_('Upscaling single file: {}').format(self.input))
+            Avalon.info(_('Loading single file'))
+            Avalon.debug_info(_('Input path(s): {}').format(self.input))
            self.processing_queue.put((self.input.absolute(), self.output.absolute()))

        # if input specified is a directory
        elif self.input.is_dir():

+            Avalon.info(_('Loading files from directory'))
+            Avalon.debug_info(_('Input path(s): {}').format(self.input))
            # make output directory if it doesn't exist
            self.output.mkdir(parents=True, exist_ok=True)
            for input_path in [f for f in self.input.iterdir() if f.is_file()]:
@@ -440,6 +453,11 @@ class Upscaler:
        # record file count for external calls
        self.total_files = self.processing_queue.qsize()

+        Avalon.info(_('Loaded files into processing queue'))
+        # print all files in queue for debugging
+        for job in self.processing_queue.queue:
+            Avalon.debug_info(_('Input file: {}').format(job[0].absolute()))
+
        try:
            while not self.processing_queue.empty():

@@ -455,6 +473,13 @@ class Upscaler:
                input_file_type = input_file_mime_type.split('/')[0]
                input_file_subtype = input_file_mime_type.split('/')[1]

+                # in case python-magic fails to detect file type
+                # try guessing file mime type with mimetypes
+                if input_file_type not in ['image', 'video']:
+                    input_file_mime_type = mimetypes.guess_type(self.current_input_file.name)[0]
+                    input_file_type = input_file_mime_type.split('/')[0]
+                    input_file_subtype = input_file_mime_type.split('/')[1]
+
                # start handling input
                # if input file is a static image
                if input_file_type == 'image' and input_file_subtype != 'gif':
@@ -528,7 +553,7 @@ class Upscaler:
                # if file is none of: image, image/gif, video
                # skip to the next task
                else:
-                    Avalon.error(_('File {} ({}) neither an image of a video').format(self.current_input_file, input_file_mime_type))
+                    Avalon.error(_('File {} ({}) neither an image nor a video').format(self.current_input_file, input_file_mime_type))
                    Avalon.warning(_('Skipping this file'))
                    self.processing_queue.task_done()
                    self.total_processed += 1
--- a/src/video2x.pot
+++ b/src/video2x.pot
@@ -5,7 +5,7 @@
 msgid ""
 msgstr ""
 "Project-Id-Version: PACKAGE VERSION\n"
-"POT-Creation-Date: 2020-05-12 04:27-0400\n"
+"POT-Creation-Date: 2020-05-22 17:51-0400\n"
 "PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
 "Last-Translator: FULL NAME <EMAIL@ADDRESS>\n"
 "Language-Team: LANGUAGE <LL@li.org>\n"
@@ -19,268 +19,289 @@ msgstr ""
 msgid "Upscaling Progress"
 msgstr ""

-#: upscaler.py:106
+#: upscaler.py:110
 msgid "Specified or default cache directory is a file/link"
 msgstr ""

-#: upscaler.py:112
+#: upscaler.py:116
 msgid "Creating cache directory {}"
 msgstr ""

-#: upscaler.py:115
+#: upscaler.py:119
 msgid "Unable to create {}"
 msgstr ""

-#: upscaler.py:120
+#: upscaler.py:124
 msgid "Extracted frames are being saved to: {}"
 msgstr ""

-#: upscaler.py:122
+#: upscaler.py:126
 msgid "Upscaled frames are being saved to: {}"
 msgstr ""

-#: upscaler.py:132
+#: upscaler.py:136
 msgid "Cleaning up cache directory: {}"
 msgstr ""

-#: upscaler.py:135
+#: upscaler.py:141
 msgid "Unable to delete: {}"
 msgstr ""

-#: upscaler.py:141 upscaler.py:156 upscaler.py:167
+#: upscaler.py:147 upscaler.py:162 upscaler.py:173
 msgid "Input and output path type mismatch"
 msgstr ""

-#: upscaler.py:142
+#: upscaler.py:148
 msgid "Input is multiple files but output is not directory"
 msgstr ""

-#: upscaler.py:146
+#: upscaler.py:152
 msgid "Input path {} is neither a file nor a directory"
 msgstr ""

-#: upscaler.py:150 upscaler.py:172
+#: upscaler.py:156 upscaler.py:178
 msgid "Input directory and output directory cannot be the same"
 msgstr ""

-#: upscaler.py:157
+#: upscaler.py:163
 msgid "Input is single file but output is directory"
 msgstr ""

-#: upscaler.py:160
+#: upscaler.py:166
 msgid "No suffix found in output file path"
 msgstr ""

-#: upscaler.py:161
+#: upscaler.py:167
 msgid "Suffix must be specified"
 msgstr ""

-#: upscaler.py:168
+#: upscaler.py:174
 msgid "Input is directory but output is existing single file"
 msgstr ""

-#: upscaler.py:177
+#: upscaler.py:183
 msgid "Input path is neither a file nor a directory"
 msgstr ""

-#: upscaler.py:186
+#: upscaler.py:192
 msgid "FFmpeg or FFprobe cannot be found under the specified path"
 msgstr ""

-#: upscaler.py:187 upscaler.py:197
+#: upscaler.py:193 upscaler.py:203
 msgid "Please check the configuration file settings"
 msgstr ""

-#: upscaler.py:196
+#: upscaler.py:202
 msgid "Specified driver executable directory doesn't exist"
 msgstr ""

-#: upscaler.py:223
+#: upscaler.py:229
 msgid "Failed to parse driver argument: {}"
 msgstr ""

-#: upscaler.py:248
-msgid "Anime4KCPP doesn't yet support GIF processing"
-msgstr ""
-
-#: upscaler.py:263
+#: upscaler.py:261
 msgid "Unrecognized driver: {}"
 msgstr ""

-#: upscaler.py:303
+#: upscaler.py:301
 msgid "Starting progress monitor"
 msgstr ""

-#: upscaler.py:308
+#: upscaler.py:306
 msgid "Starting upscaled image cleaner"
 msgstr ""

-#: upscaler.py:317 upscaler.py:334
+#: upscaler.py:315 upscaler.py:332
 msgid "Killing progress monitor"
 msgstr ""

-#: upscaler.py:320 upscaler.py:337
+#: upscaler.py:318 upscaler.py:335
 msgid "Killing upscaled image cleaner"
 msgstr ""

-#: upscaler.py:341
+#: upscaler.py:339
 msgid "Terminating all processes"
 msgstr ""

-#: upscaler.py:348
+#: upscaler.py:346
 msgid "Main process waiting for subprocesses to exit"
 msgstr ""

-#: upscaler.py:367 upscaler.py:371
+#: upscaler.py:365 upscaler.py:369
 msgid "Subprocess {} exited with code {}"
 msgstr ""

-#: upscaler.py:377
+#: upscaler.py:375
 msgid "Stop signal received"
 msgstr ""

-#: upscaler.py:382
+#: upscaler.py:380
 msgid "Subprocess execution ran into an error"
 msgstr ""

-#: upscaler.py:430
-msgid "Upscaling single file: {}"
+#: upscaler.py:410
+msgid "Loading files into processing queue"
 msgstr ""

-#: upscaler.py:466
+#: upscaler.py:415
+msgid "Loading files from multiple paths"
+msgstr ""
+
+#: upscaler.py:416 upscaler.py:435 upscaler.py:442
+msgid "Input path(s): {}"
+msgstr ""
+
+#: upscaler.py:434
+msgid "Loading single file"
+msgstr ""
+
+#: upscaler.py:441
+msgid "Loading files from directory"
+msgstr ""
+
+#: upscaler.py:455
+msgid "Loaded files into processing queue"
+msgstr ""
+
+#: upscaler.py:458
+msgid "Input file: {}"
+msgstr ""
+
+#: upscaler.py:485
 msgid "Starting to upscale image"
 msgstr ""

-#: upscaler.py:469 upscaler.py:487 upscaler.py:545
+#: upscaler.py:488 upscaler.py:550
 msgid "Upscaling completed"
 msgstr ""

-#: upscaler.py:482
-msgid "Starting to upscale video with Anime4KCPP"
-msgstr ""
-
-#: upscaler.py:496
+#: upscaler.py:502
 msgid "Reading video information"
 msgstr ""

-#: upscaler.py:510
+#: upscaler.py:516
 msgid "Aborting: No video stream found"
 msgstr ""

-#: upscaler.py:531
-msgid "Unsupported pixel format: {}"
-msgstr ""
-
-#: upscaler.py:534
+#: upscaler.py:521
 msgid "Framerate: {}"
 msgstr ""

-#: upscaler.py:543
+#: upscaler.py:538
+msgid "Unsupported pixel format: {}"
+msgstr ""
+
+#: upscaler.py:548
 msgid "Starting to upscale extracted frames"
 msgstr ""

-#: upscaler.py:550
-msgid "File {} ({}) neither an image of a video"
+#: upscaler.py:555
+msgid "File {} ({}) neither an image nor a video"
 msgstr ""

-#: upscaler.py:551
+#: upscaler.py:556
 msgid "Skipping this file"
 msgstr ""

-#: upscaler.py:561
+#: upscaler.py:566
 msgid "Converting extracted frames into GIF image"
 msgstr ""

-#: upscaler.py:565 upscaler.py:574
+#: upscaler.py:570 upscaler.py:579
 msgid "Conversion completed"
 msgstr ""

-#: upscaler.py:570
+#: upscaler.py:575
 msgid "Converting extracted frames into video"
 msgstr ""

-#: upscaler.py:578
+#: upscaler.py:583
 msgid "Migrating audio, subtitles and other streams to upscaled video"
 msgstr ""

-#: upscaler.py:587
+#: upscaler.py:593
 msgid "Failed to migrate streams"
 msgstr ""

-#: upscaler.py:588
+#: upscaler.py:594
 msgid "Trying to output video without additional streams"
 msgstr ""

-#: upscaler.py:599
-msgid "Output video file exists, aborting"
+#: upscaler.py:610
+msgid "Output video file exists"
 msgstr ""

-#: upscaler.py:603
+#: upscaler.py:614
+msgid "Created temporary directory to contain file"
+msgstr ""
+
+#: upscaler.py:617
 msgid "Writing intermediate file to: {}"
 msgstr ""

-#: video2x.py:84
+#: video2x.py:85
 msgid ""
-"Video2X Version: {}\n"
+"Video2X CLI Version: {}\n"
+"Upscaler Version: {}\n"
 "Author: K4YT3X\n"
 "License: GNU GPL v3\n"
 "Github Page: https://github.com/k4yt3x/video2x\n"
 "Contact: k4yt3x@k4yt3x.com"
 msgstr ""

-#: video2x.py:106
+#: video2x.py:108
 msgid "Video2X Options"
 msgstr ""

-#: video2x.py:107
+#: video2x.py:109
 msgid "show this help message and exit"
 msgstr ""

-#: video2x.py:108
+#: video2x.py:110
 msgid "source video file/directory"
 msgstr ""

-#: video2x.py:109
+#: video2x.py:111
 msgid "output video file/directory"
 msgstr ""

-#: video2x.py:110
+#: video2x.py:112
 msgid "video2x config file path"
 msgstr ""

-#: video2x.py:112
+#: video2x.py:114
 msgid "display version, lawful information and exit"
 msgstr ""

-#: video2x.py:115
+#: video2x.py:117
 msgid "Upscaling Options"
 msgstr ""

-#: video2x.py:116
+#: video2x.py:118
 msgid "upscaling driver"
 msgstr ""

-#: video2x.py:117
+#: video2x.py:119
 msgid "scaling ratio"
 msgstr ""

-#: video2x.py:118
+#: video2x.py:120
 msgid "number of processes to use for upscaling"
 msgstr ""

-#: video2x.py:119
+#: video2x.py:121
 msgid "preserve extracted and upscaled frames"
 msgstr ""

-#: video2x.py:159
+#: video2x.py:161
 msgid "This file cannot be imported"
 msgstr ""

-#: video2x.py:234
+#: video2x.py:236
 msgid "Program completed, taking {} seconds"
 msgstr ""

-#: video2x.py:237
+#: video2x.py:239
 msgid "An exception has occurred"
 msgstr ""

--- a/src/video2x.py
+++ b/src/video2x.py
@@ -13,7 +13,7 @@ __      __  _       _                  ___   __   __
 Name: Video2X Controller
 Creator: K4YT3X
 Date Created: Feb 24, 2018
-Last Modified: May 15, 2020
+Last Modified: May 23, 2020

 Editor: BrianPetkovsek
 Last Modified: June 17, 2019
@@ -80,7 +80,7 @@ language.install()
 _ = language.gettext


-CLI_VERSION = '4.0.0'
+CLI_VERSION = '4.0.1'

 LEGAL_INFO = _('''Video2X CLI Version: {}
 Upscaler Version: {}
@@ -107,8 +107,15 @@ def parse_arguments():
    # video options
    video2x_options = parser.add_argument_group(_('Video2X Options'))
    video2x_options.add_argument('-h', '--help', action='help', help=_('show this help message and exit'))
-    video2x_options.add_argument('-i', '--input', type=pathlib.Path, help=_('source video file/directory'))
-    video2x_options.add_argument('-o', '--output', type=pathlib.Path, help=_('output video file/directory'))
+
+    # if help is in arguments list
+    # do not require input and output path to be specified
+    require_input_output = True
+    if '-h' in sys.argv or '--help' in sys.argv:
+        require_input_output = False
+    video2x_options.add_argument('-i', '--input', type=pathlib.Path, help=_('source video file/directory'), required=require_input_output)
+    video2x_options.add_argument('-o', '--output', type=pathlib.Path, help=_('output video file/directory'), required=require_input_output)
+
    video2x_options.add_argument('-c', '--config', type=pathlib.Path, help=_('video2x config file path'), action='store',
                                 default=pathlib.Path(__file__).parent.absolute() / 'video2x.yaml')
    video2x_options.add_argument('-v', '--version', help=_('display version, lawful information and exit'), action='store_true')
--- a/src/video2x.yaml
+++ b/src/video2x.yaml
@@ -1,7 +1,7 @@
 # Name: Video2X Configuration File
 # Creator: K4YT3X
 # Date Created: October 23, 2018
-# Last Modified: May 14, 2020
+# Last Modified: May 26, 2020
 # Values here are the default values. Change the value here to
 #   save the default value permanently.
 # Items commented out are parameters irrelevant to this context
@@ -76,6 +76,17 @@ srmd_ncnn_vulkan:
  g: 0 # gpu device to use (default=0)
  j: '1:2:2' # thread count for load/proc/save (default=1:2:2)
  x: false # enable tta mode
+realsr_ncnn_vulkan:
+  path: '%LOCALAPPDATA%\video2x\realsr-ncnn-vulkan\realsr-ncnn-vulkan'
+  v: null # verbose output
+  #i: null # input-path: input image path (jpg/png) or directory
+  #o: null # output-path: output image path (png) or directory
+  s: 4 # upscale ratio (4, default=4)
+  t: 0 # tile size (>=32/0=auto, default=0)
+  m: null # realsr model path (default=models-DF2K)
+  g: 0 # gpu device to use (default=0)
+  j: '1:2:2' # thread count for load/proc/save (default=1:2:2)
+  x: false # enable tta mode
 anime4kcpp:
  path: '%LOCALAPPDATA%\video2x\anime4kcpp\CLI\Anime4KCPP_CLI\Anime4KCPP_CLI'
  #input: null # File for loading (string [=./pic/p1.png])
@@ -119,10 +130,11 @@ ffmpeg:
      '-f': image2 # force image2 format
    output_options:
      '-vcodec': libx264 # video codec
-      '-pix_fmt': 'yuv444p10le' # overwrite default pixel format
+      '-pix_fmt': 'yuv420p' # overwrite default pixel format
      '-crf': 17 # H.264 Constant Rate Factor
      '-b:v': null # target average bitrate
      '-vf': 'pad=ceil(iw/2)*2:ceil(ih/2)*2' # ensure output is divisible by 2, recommended for libx264
+      '-tune': 'animation' # encoding tuning film/animation/grain/stillimage/fastdecode/zerolatency/psnr/ssim
  # Step 3: Streams Migration
  # migrate audio and subtitle streams from original
  #   video into the upscaled video
@@ -138,6 +150,7 @@ ffmpeg:
        - '1:d?' # copy data streams
        - '1:t?' # copy fonts
      '-c': copy # copy codec for all streams
+      # '-vf': 'minterpolate=''fps=60''' # minterpolate frame interpolation
      '-map_metadata': 0 # copy known metadata tags
      # '-movflags': 'use_metadata_tags' # copy custom/arbitrary metadata tags
      '-pix_fmt': null
--- a/src/video2x_gui.py
+++ b/src/video2x_gui.py
@@ -4,7 +4,7 @@
 Creator: Video2X GUI
 Author: K4YT3X
 Date Created: May 5, 2020
-Last Modified: May 15, 2020
+Last Modified: May 26, 2020
 """

 # local imports
@@ -15,6 +15,7 @@ from wrappers.ffmpeg import Ffmpeg
 # built-in imports
 import contextlib
 import json
+import mimetypes
 import os
 import pathlib
 import sys
@@ -25,13 +26,13 @@ import urllib
 import yaml

 # third-party imports
-from PyQt5 import QtGui, uic
+from PyQt5 import uic
 from PyQt5.QtCore import *
+from PyQt5.QtGui import *
 from PyQt5.QtWidgets import *
 import magic
-# QObject, pyqtSlot, pyqtSignal, QRunnable, QThreadPool, QAbstractTableModel, Qt

-GUI_VERSION = '2.1.0'
+GUI_VERSION = '2.5.0'

 LEGAL_INFO = f'''Video2X GUI Version: {GUI_VERSION}\\
 Upscaler Version: {UPSCALER_VERSION}\\
@@ -45,6 +46,7 @@ AVAILABLE_DRIVERS = {
    'Waifu2X Converter CPP': 'waifu2x_converter_cpp',
    'Waifu2X NCNN Vulkan': 'waifu2x_ncnn_vulkan',
    'SRMD NCNN Vulkan': 'srmd_ncnn_vulkan',
+    'RealSR NCNN Vulkan': 'realsr_ncnn_vulkan',
    'Anime4KCPP': 'anime4kcpp'
 }

@@ -132,6 +134,14 @@ class InputTableModel(QAbstractTableModel):
                    input_file_mime_type = magic.from_file(str(file_path.absolute()), mime=True)
                    input_file_type = input_file_mime_type.split('/')[0]
                    input_file_subtype = input_file_mime_type.split('/')[1]
+
+                    # in case python-magic fails to detect file type
+                    # try guessing file mime type with mimetypes
+                    if input_file_type not in ['image', 'video']:
+                        input_file_mime_type = mimetypes.guess_type(file_path.name)[0]
+                        input_file_type = input_file_mime_type.split('/')[0]
+                        input_file_subtype = input_file_mime_type.split('/')[1]
+
                    if input_file_type == 'image':
                        if input_file_subtype == 'gif':
                            return 'GIF'
@@ -183,11 +193,22 @@ class Video2XMainWindow(QMainWindow):
        # set window title and icon
        self.video2x_icon_path = str(resource_path('images/video2x.png'))
        self.setWindowTitle(f'Video2X GUI {GUI_VERSION}')
-        self.setWindowIcon(QtGui.QIcon(self.video2x_icon_path))
+        self.setWindowIcon(QIcon(self.video2x_icon_path))
+
+        # register shortcut keys
+        QShortcut(QKeySequence(Qt.CTRL + Qt.Key_W), self, self.close)
+        QShortcut(QKeySequence(Qt.CTRL + Qt.Key_Q), self, self.close)
+        QShortcut(QKeySequence(Qt.CTRL + Qt.Key_I), self, self.select_input_file)
+        QShortcut(QKeySequence(Qt.CTRL + Qt.Key_O), self, self.select_output_file)
+        QShortcut(QKeySequence(Qt.CTRL + Qt.SHIFT + Qt.Key_I), self, self.select_input_folder)
+        QShortcut(QKeySequence(Qt.CTRL + Qt.SHIFT + Qt.Key_O), self, self.select_output_folder)

        # menu bar
        self.action_exit = self.findChild(QAction, 'actionExit')
-        self.action_exit.triggered.connect(sys.exit)
+        self.action_exit.triggered.connect(self.close)
+
+        self.action_shortcuts = self.findChild(QAction, 'actionShortcuts')
+        self.action_shortcuts.triggered.connect(self.show_shortcuts)

        self.action_about = self.findChild(QAction, 'actionAbout')
        self.action_about.triggered.connect(self.show_about)
@@ -326,6 +347,17 @@ class Video2XMainWindow(QMainWindow):
        self.srmd_ncnn_vulkan_jobs_line_edit = self.findChild(QLineEdit, 'srmdNcnnVulkanJobsLineEdit')
        self.srmd_ncnn_vulkan_tta_check_box = self.findChild(QCheckBox, 'srmdNcnnVulkanTtaCheckBox')

+        # realsr-ncnn-vulkan
+        self.realsr_ncnn_vulkan_path_line_edit = self.findChild(QLineEdit, 'realsrNcnnVulkanPathLineEdit')
+        self.enable_line_edit_file_drop(self.realsr_ncnn_vulkan_path_line_edit)
+        self.realsr_ncnn_vulkan_path_select_button = self.findChild(QPushButton, 'realsrNcnnVulkanPathSelectButton')
+        self.realsr_ncnn_vulkan_path_select_button.clicked.connect(lambda: self.select_driver_binary_path(self.realsr_ncnn_vulkan_path_line_edit))
+        self.realsr_ncnn_vulkan_tile_size_spin_box = self.findChild(QSpinBox, 'realsrNcnnVulkanTileSizeSpinBox')
+        self.realsr_ncnn_vulkan_model_combo_box = self.findChild(QComboBox, 'realsrNcnnVulkanModelComboBox')
+        self.realsr_ncnn_vulkan_gpu_id_spin_box = self.findChild(QSpinBox, 'realsrNcnnVulkanGpuIdSpinBox')
+        self.realsr_ncnn_vulkan_jobs_line_edit = self.findChild(QLineEdit, 'realsrNcnnVulkanJobsLineEdit')
+        self.realsr_ncnn_vulkan_tta_check_box = self.findChild(QCheckBox, 'realsrNcnnVulkanTtaCheckBox')
+
        # anime4k
        self.anime4kcpp_path_line_edit = self.findChild(QLineEdit, 'anime4kCppPathLineEdit')
        self.enable_line_edit_file_drop(self.anime4kcpp_path_line_edit)
@@ -363,6 +395,7 @@ class Video2XMainWindow(QMainWindow):
        self.ffmpeg_assemble_video_output_options_video_codec_line_edit = self.findChild(QLineEdit, 'ffmpegAssembleVideoOutputOptionsVideoCodecLineEdit')
        self.ffmpeg_assemble_video_output_options_pixel_format_line_edit = self.findChild(QLineEdit, 'ffmpegAssembleVideoOutputOptionsPixelFormatLineEdit')
        self.ffmpeg_assemble_video_output_options_crf_spin_box = self.findChild(QSpinBox, 'ffmpegAssembleVideoOutputOptionsCrfSpinBox')
+        self.ffmpeg_assemble_video_output_options_tune_combo_box = self.findChild(QComboBox, 'ffmpegAssembleVideoOutputOptionsTuneComboBox')
        self.ffmpeg_assemble_video_output_options_bitrate_line_edit = self.findChild(QLineEdit, 'ffmpegAssembleVideoOutputOptionsBitrateLineEdit')
        self.ffmpeg_assemble_video_output_options_ensure_divisible_check_box = self.findChild(QCheckBox, 'ffmpegAssembleVideoOutputOptionsEnsureDivisibleCheckBox')
        self.ffmpeg_assemble_video_hardware_acceleration_check_box = self.findChild(QCheckBox, 'ffmpegAssembleVideoHardwareAccelerationCheckBox')
@@ -374,9 +407,12 @@ class Video2XMainWindow(QMainWindow):
        self.ffmpeg_migrate_streams_output_options_mapping_data_check_box_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsMappingDataCheckBox')
        self.ffmpeg_migrate_streams_output_options_mapping_font_check_box_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsMappingFontCheckBox')
        self.ffmpeg_migrate_streams_output_options_pixel_format_line_edit = self.findChild(QLineEdit, 'ffmpegMigrateStreamsOutputOptionsPixelFormatLineEdit')
-        self.ffmpeg_migrate_streams_output_options_copy_codec_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsCopyCodecCheckBox')
-        self.ffmpeg_migrate_streams_output_options_copy_known_metadata_tags_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsOtherCopyKnownMetadataTagsCheckBox')
-        self.ffmpeg_migrate_streams_output_options_copy_arbitrary_metadata_tags_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsOtherCopyArbitraryMetadataTagsCheckBox')
+        self.ffmpeg_migrate_streams_output_options_frame_interpolation_spin_box = self.findChild(QSpinBox, 'ffmpegMigrateStreamsOutputOptionsFrameInterpolationSpinBox')
+        self.ffmpeg_migrate_streams_output_options_frame_interpolation_spin_box.valueChanged.connect(self.mutually_exclude_frame_interpolation_stream_copy)
+        self.ffmpeg_migrate_streams_output_options_frame_interpolation_spin_box.textChanged.connect(self.mutually_exclude_frame_interpolation_stream_copy)
+        self.ffmpeg_migrate_streams_output_options_copy_streams_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsCopyStreamsCheckBox')
+        self.ffmpeg_migrate_streams_output_options_copy_known_metadata_tags_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsCopyKnownMetadataTagsCheckBox')
+        self.ffmpeg_migrate_streams_output_options_copy_arbitrary_metadata_tags_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsOutputOptionsCopyArbitraryMetadataTagsCheckBox')
        self.ffmpeg_migrate_streams_hardware_acceleration_check_box = self.findChild(QCheckBox, 'ffmpegMigrateStreamsHardwareAccelerationCheckBox')

        # Gifski settings
@@ -396,48 +432,6 @@ class Video2XMainWindow(QMainWindow):
        # load configurations after GUI initialization
        self.load_configurations()

-    def dragEnterEvent(self, event):
-        if event.mimeData().hasUrls():
-            event.accept()
-        else:
-            event.ignore()
-
-    def dropEvent(self, event):
-        input_paths = [pathlib.Path(u.toLocalFile()) for u in event.mimeData().urls()]
-        for path in input_paths:
-            if (path.is_file() or path.is_dir()) and not self.input_table_path_exists(path):
-                self.input_table_data.append(path)
-
-        self.update_input_table()
-        self.update_output_path()
-
-    def enable_line_edit_file_drop(self, line_edit: QLineEdit):
-        line_edit.dragEnterEvent = self.dragEnterEvent
-        line_edit.dropEvent = lambda event: line_edit.setText(str(pathlib.Path(event.mimeData().urls()[0].toLocalFile()).absolute()))
-
-    def show_ffprobe_output(self, event):
-        input_paths = [pathlib.Path(u.toLocalFile()) for u in event.mimeData().urls()]
-        if not input_paths[0].is_file():
-            return
-
-        ffmpeg_object = Ffmpeg(self.ffmpeg_settings)
-        file_info_json = ffmpeg_object.probe_file_info(input_paths[0])
-        self.ffprobe_plain_text_edit.setPlainText(json.dumps(file_info_json, indent=2))
-
-    @staticmethod
-    def read_config(config_file: pathlib.Path) -> dict:
-        """ read video2x configurations from config file
-
-        Arguments:
-            config_file {pathlib.Path} -- video2x configuration file pathlib.Path
-
-        Returns:
-            dict -- dictionary of video2x configuration
-        """
-
-        with open(config_file, 'r') as config:
-            return yaml.load(config, Loader=yaml.FullLoader)
-
    def load_configurations(self):

        # get config file path from line edit
@@ -515,6 +509,14 @@ class Video2XMainWindow(QMainWindow):
        self.srmd_ncnn_vulkan_jobs_line_edit.setText(settings['j'])
        self.srmd_ncnn_vulkan_tta_check_box.setChecked(settings['x'])

+        # realsr-ncnn-vulkan
+        settings = self.config['realsr_ncnn_vulkan']
+        self.realsr_ncnn_vulkan_path_line_edit.setText(str(pathlib.Path(os.path.expandvars(settings['path'])).absolute()))
+        self.realsr_ncnn_vulkan_tile_size_spin_box.setValue(settings['t'])
+        self.realsr_ncnn_vulkan_gpu_id_spin_box.setValue(settings['g'])
+        self.realsr_ncnn_vulkan_jobs_line_edit.setText(settings['j'])
+        self.realsr_ncnn_vulkan_tta_check_box.setChecked(settings['x'])
+
        # anime4k
        settings = self.config['anime4kcpp']
        self.anime4kcpp_path_line_edit.setText(str(pathlib.Path(os.path.expandvars(settings['path'])).absolute()))
@@ -549,6 +551,7 @@ class Video2XMainWindow(QMainWindow):
        self.ffmpeg_assemble_video_output_options_video_codec_line_edit.setText(settings['output_options']['-vcodec'])
        self.ffmpeg_assemble_video_output_options_pixel_format_line_edit.setText(settings['output_options']['-pix_fmt'])
        self.ffmpeg_assemble_video_output_options_crf_spin_box.setValue(settings['output_options']['-crf'])
+        self.ffmpeg_assemble_video_output_options_tune_combo_box.setCurrentText(settings['output_options']['-tune'])
        self.ffmpeg_assemble_video_output_options_bitrate_line_edit.setText(settings['output_options']['-b:v'])

        # migrate streams
@@ -615,6 +618,14 @@ class Video2XMainWindow(QMainWindow):
        self.config['srmd_ncnn_vulkan']['j'] = self.srmd_ncnn_vulkan_jobs_line_edit.text()
        self.config['srmd_ncnn_vulkan']['x'] = self.srmd_ncnn_vulkan_tta_check_box.isChecked()

+        # realsr-ncnn-vulkan
+        self.config['realsr_ncnn_vulkan']['path'] = os.path.expandvars(self.realsr_ncnn_vulkan_path_line_edit.text())
+        self.config['realsr_ncnn_vulkan']['t'] = self.realsr_ncnn_vulkan_tile_size_spin_box.value()
+        self.config['realsr_ncnn_vulkan']['m'] = str((pathlib.Path(self.config['realsr_ncnn_vulkan']['path']).parent / self.realsr_ncnn_vulkan_model_combo_box.currentText()).absolute())
+        self.config['realsr_ncnn_vulkan']['g'] = self.realsr_ncnn_vulkan_gpu_id_spin_box.value()
+        self.config['realsr_ncnn_vulkan']['j'] = self.realsr_ncnn_vulkan_jobs_line_edit.text()
+        self.config['realsr_ncnn_vulkan']['x'] = self.realsr_ncnn_vulkan_tta_check_box.isChecked()
+
        # anime4k
        self.config['anime4kcpp']['path'] = os.path.expandvars(self.anime4kcpp_path_line_edit.text())
        self.config['anime4kcpp']['passes'] = self.anime4kcpp_passes_spin_box.value()
@@ -648,6 +659,7 @@ class Video2XMainWindow(QMainWindow):
        self.config['ffmpeg']['assemble_video']['output_options']['-vcodec'] = self.ffmpeg_assemble_video_output_options_video_codec_line_edit.text()
        self.config['ffmpeg']['assemble_video']['output_options']['-pix_fmt'] = self.ffmpeg_assemble_video_output_options_pixel_format_line_edit.text()
        self.config['ffmpeg']['assemble_video']['output_options']['-crf'] = self.ffmpeg_assemble_video_output_options_crf_spin_box.value()
+        self.config['ffmpeg']['assemble_video']['output_options']['-tune'] = self.ffmpeg_assemble_video_output_options_tune_combo_box.currentText()
        if self.ffmpeg_assemble_video_output_options_bitrate_line_edit.text() != '':
            self.config['ffmpeg']['assemble_video']['output_options']['-b:v'] = self.ffmpeg_assemble_video_output_options_bitrate_line_edit.text()
        else:
@@ -691,8 +703,18 @@ class Video2XMainWindow(QMainWindow):

        self.config['ffmpeg']['migrate_streams']['output_options']['-pix_fmt'] = self.ffmpeg_migrate_streams_output_options_pixel_format_line_edit.text()

+        if (fps := self.ffmpeg_migrate_streams_output_options_frame_interpolation_spin_box.value()) > 0:
+            if ('-vf' in self.config['ffmpeg']['migrate_streams']['output_options'] and
+                    len(self.config['ffmpeg']['migrate_streams']['output_options']['-vf']) > 0 and
+                    'minterpolate=' not in self.config['ffmpeg']['migrate_streams']['output_options']['-vf']):
+                self.config['ffmpeg']['migrate_streams']['output_options']['-vf'] += f',minterpolate=\'fps={fps}\''
+            else:
+                self.config['ffmpeg']['migrate_streams']['output_options']['-vf'] = f'minterpolate=\'fps={fps}\''
+        else:
+            self.config['ffmpeg']['migrate_streams']['output_options'].pop('-vf', None)
+
        # copy source codec
-        if self.ffmpeg_migrate_streams_output_options_copy_codec_check_box.isChecked():
+        if self.ffmpeg_migrate_streams_output_options_copy_streams_check_box.isChecked():
            self.config['ffmpeg']['migrate_streams']['output_options']['-c'] = 'copy'
        else:
            self.config['ffmpeg']['migrate_streams']['output_options'].pop('-c', None)
@@ -728,6 +750,56 @@ class Video2XMainWindow(QMainWindow):
        self.config['gifski']['once'] = self.gifski_once_check_box.isChecked()
        self.config['gifski']['quiet'] = self.gifski_quiet_check_box.isChecked()

+    def dragEnterEvent(self, event):
+        if event.mimeData().hasUrls():
+            event.accept()
+        else:
+            event.ignore()
+
+    def dropEvent(self, event):
+        input_paths = [pathlib.Path(u.toLocalFile()) for u in event.mimeData().urls()]
+        for path in input_paths:
+            if (path.is_file() or path.is_dir()) and not self.input_table_path_exists(path):
+                self.input_table_data.append(path)
+
+        self.update_output_path()
+        self.update_input_table()
+
+    def enable_line_edit_file_drop(self, line_edit: QLineEdit):
+        line_edit.dragEnterEvent = self.dragEnterEvent
+        line_edit.dropEvent = lambda event: line_edit.setText(str(pathlib.Path(event.mimeData().urls()[0].toLocalFile()).absolute()))
+
+    def show_ffprobe_output(self, event):
+        input_paths = [pathlib.Path(u.toLocalFile()) for u in event.mimeData().urls()]
+        if not input_paths[0].is_file():
+            return
+
+        ffmpeg_object = Ffmpeg(self.ffmpeg_settings)
+        file_info_json = ffmpeg_object.probe_file_info(input_paths[0])
+        self.ffprobe_plain_text_edit.setPlainText(json.dumps(file_info_json, indent=2))
+
+    @staticmethod
+    def read_config(config_file: pathlib.Path) -> dict:
+        """ read video2x configurations from config file
+
+        Arguments:
+            config_file {pathlib.Path} -- video2x configuration file pathlib.Path
+
+        Returns:
+            dict -- dictionary of video2x configuration
+        """
+
+        with open(config_file, 'r') as config:
+            return yaml.load(config, Loader=yaml.FullLoader)
+
+    def mutually_exclude_frame_interpolation_stream_copy(self):
+        if self.ffmpeg_migrate_streams_output_options_frame_interpolation_spin_box.value() > 0:
+            self.ffmpeg_migrate_streams_output_options_copy_streams_check_box.setChecked(False)
+            self.ffmpeg_migrate_streams_output_options_copy_streams_check_box.setDisabled(True)
+        else:
+            self.ffmpeg_migrate_streams_output_options_copy_streams_check_box.setChecked(True)
+            self.ffmpeg_migrate_streams_output_options_copy_streams_check_box.setDisabled(False)
+
    def update_gui_for_driver(self):
        current_driver = AVAILABLE_DRIVERS[self.driver_combo_box.currentText()]

@@ -744,6 +816,10 @@ class Video2XMainWindow(QMainWindow):
            self.scale_ratio_double_spin_box.setMinimum(2.0)
            self.scale_ratio_double_spin_box.setMaximum(4.0)
            self.scale_ratio_double_spin_box.setValue(2.0)
+        elif current_driver == 'realsr_ncnn_vulkan':
+            self.scale_ratio_double_spin_box.setMinimum(4.0)
+            self.scale_ratio_double_spin_box.setMaximum(4.0)
+            self.scale_ratio_double_spin_box.setValue(4.0)

        # update preferred processes/threads count
        if current_driver == 'anime4kcpp':
@@ -764,13 +840,16 @@ class Video2XMainWindow(QMainWindow):

        for item in items_to_delete:
            self.input_table_data.remove(item)
+
+        self.update_output_path()
        self.update_input_table()

    def input_table_clear_all(self):
        self.input_table_data = []
+        self.update_output_path()
        self.update_input_table()

-    def input_table_path_exists(self, input_path):
+    def input_table_path_exists(self, input_path: pathlib.Path) -> bool:
        for path in self.input_table_data:
            # not using Path.samefile since file may not exist
            if str(path.absolute()) == str(input_path.absolute()):
@@ -790,58 +869,74 @@ class Video2XMainWindow(QMainWindow):
        return pathlib.Path(folder_selected)

    def update_output_path(self):
-        # if there is more than one input
-        if len(self.input_table_data) != 1:
-            return
+        # if input list is empty
+        # clear output path
+        if len(self.input_table_data) == 0:
+            self.output_line_edit.setText('')

-        input_path = self.input_table_data[0]
-        # give up if input path doesn't exist or isn't a file or a directory
-        if not input_path.exists() or not (input_path.is_file() or input_path.is_dir()):
-            return
+        # if there are multiple output files
+        # use cwd/output directory for output
+        elif len(self.input_table_data) > 1:
+            self.output_line_edit.setText(str((pathlib.Path.cwd() / 'output').absolute()))

-        if input_path.is_file():
+        # if there's only one input file
+        # generate output file/directory name automatically
+        elif len(self.input_table_data) == 1:
+            input_path = self.input_table_data[0]
+            # give up if input path doesn't exist or isn't a file or a directory
+            if not input_path.exists() or not (input_path.is_file() or input_path.is_dir()):
+                return

-            # generate suffix automatically
-            input_file_mime_type = magic.from_file(str(input_path.absolute()), mime=True)
-            input_file_type = input_file_mime_type.split('/')[0]
-            input_file_subtype = input_file_mime_type.split('/')[1]
-
-            # if input file is an image
-            if input_file_type == 'image':
-
-                # if file is a gif, use .gif
-                if input_file_subtype == 'gif':
-                    suffix = '.gif'
-
-                # otherwise, use .png by default for all images
-                else:
-                    suffix = '.png'
-
-            # if input is video, use .mp4 as output by default
-            elif input_file_type == 'video':
-                suffix = '.mp4'
-
-            # if failed to detect file type
-            # use input file's suffix
-            else:
-                suffix = input_path.suffix
-
-            output_path = input_path.parent / f'{input_path.stem}_output{suffix}'
-
-        elif input_path.is_dir():
-            output_path = input_path.parent / f'{input_path.stem}_output'
-
-        # try up to 1000 times
-        output_path_id = 0
-        while output_path.exists() and output_path_id <= 1000:
            if input_path.is_file():
-                output_path = input_path.parent / pathlib.Path(f'{input_path.stem}_output_{output_path_id}{suffix}')
-            elif input_path.is_dir():
-                output_path = input_path.parent / pathlib.Path(f'{input_path.stem}_output_{output_path_id}')
-            output_path_id += 1

-        if not output_path.exists():
-            self.output_line_edit.setText(str(output_path.absolute()))
+                # generate suffix automatically
+                input_file_mime_type = magic.from_file(str(input_path.absolute()), mime=True)
+                input_file_type = input_file_mime_type.split('/')[0]
+                input_file_subtype = input_file_mime_type.split('/')[1]
+
+                # in case python-magic fails to detect file type
+                # try guessing file mime type with mimetypes
+                if input_file_type not in ['image', 'video']:
+                    input_file_mime_type = mimetypes.guess_type(input_path.name)[0]
+                    input_file_type = input_file_mime_type.split('/')[0]
+                    input_file_subtype = input_file_mime_type.split('/')[1]
+
+                # if input file is an image
+                if input_file_type == 'image':
+
+                    # if file is a gif, use .gif
+                    if input_file_subtype == 'gif':
+                        suffix = '.gif'
+
+                    # otherwise, use .png by default for all images
+                    else:
+                        suffix = '.png'
+
+                # if input is video, use .mp4 as output by default
+                elif input_file_type == 'video':
+                    suffix = '.mp4'
+
+                # if failed to detect file type
+                # use input file's suffix
+                else:
+                    suffix = input_path.suffix
+
+                output_path = input_path.parent / f'{input_path.stem}_output{suffix}'
+
+            elif input_path.is_dir():
+                output_path = input_path.parent / f'{input_path.stem}_output'
+
+            # try up to 1000 times
+            output_path_id = 0
+            while output_path.exists() and output_path_id <= 1000:
+                if input_path.is_file():
+                    output_path = input_path.parent / pathlib.Path(f'{input_path.stem}_output_{output_path_id}{suffix}')
+                elif input_path.is_dir():
+                    output_path = input_path.parent / pathlib.Path(f'{input_path.stem}_output_{output_path_id}')
+                output_path_id += 1
+
+            if not output_path.exists():
+                self.output_line_edit.setText(str(output_path.absolute()))

    def select_input_file(self):
        if ((input_file := self.select_file('Select Input File')) is None or
@@ -880,15 +975,28 @@ class Video2XMainWindow(QMainWindow):
        self.config_line_edit.setText(str(config_file.absolute()))
        self.load_configurations()

-    def select_driver_binary_path(self, driver_line_edit):
+    def select_driver_binary_path(self, driver_line_edit: QLineEdit):
        if (driver_binary_path := self.select_file('Select Driver Binary File')) is None:
            return
        driver_line_edit.setText(str(driver_binary_path.absolute()))

-    def show_about(self, message: str):
+    def show_shortcuts(self):
+        message_box = QMessageBox(self)
+        message_box.setWindowTitle('Video2X Shortcuts')
+        message_box.setTextFormat(Qt.MarkdownText)
+        shortcut_information = '''**Ctrl+W**:\tExit application\\
+**Ctrl+Q**:\tExit application\\
+**Ctrl+I**:\tOpen select input file dialog\\
+**Ctrl+O**:\tOpen select output file dialog\\
+**Ctrl+Shift+I**:\tOpen select input folder dialog\\
+**Ctrl+Shift+O**:\tOpen select output folder dialog'''
+        message_box.setText(shortcut_information)
+        message_box.exec_()
+
+    def show_about(self):
        message_box = QMessageBox(self)
        message_box.setWindowTitle('About Video2X')
-        message_box.setIconPixmap(QtGui.QPixmap(self.video2x_icon_path).scaled(64, 64))
+        message_box.setIconPixmap(QPixmap(self.video2x_icon_path).scaled(64, 64))
        message_box.setTextFormat(Qt.MarkdownText)
        message_box.setText(LEGAL_INFO)
        message_box.exec_()
@@ -915,14 +1023,14 @@ class Video2XMainWindow(QMainWindow):
        message_box.setTextFormat(Qt.MarkdownText)

        error_message = '''Upscaler ran into an error:\\
-**{}**\\
+{}\\
 Check the console output for details.\\
 When reporting an error, please include console output.\\
 You can [submit an issue on GitHub](https://github.com/k4yt3x/video2x/issues/new?assignees=K4YT3X&labels=bug&template=bug-report.md&title={}) to report this error.'''
        message_box.setText(error_message.format(exception, urllib.parse.quote(str(exception))))
        message_box.exec_()

-    def progress_monitor(self, progress_callback):
+    def progress_monitor(self, progress_callback: pyqtSignal):

        # initialize progress bar values
        upscale_begin_time = time.time()
@@ -976,7 +1084,7 @@ You can [submit an issue on GitHub](https://github.com/k4yt3x/video2x/issues/new

        # if show frame is checked, show preview image
        if self.frame_preview_show_preview_check_box.isChecked() and last_frame_upscaled.is_file():
-            last_frame_pixmap = QtGui.QPixmap(str(last_frame_upscaled.absolute()))
+            last_frame_pixmap = QPixmap(str(last_frame_upscaled.absolute()))
            # the -2 here behind geometry subtracts frame size from width and height
            self.frame_preview_label.setPixmap(last_frame_pixmap.scaled(self.frame_preview_label.width() - 2,
                                                                        self.frame_preview_label.height() - 2,
@@ -1093,13 +1201,39 @@ You can [submit an issue on GitHub](https://github.com/k4yt3x/video2x/issues/new
        self.reset_progress_display()

    def stop(self):
-        with contextlib.suppress(AttributeError):
-            self.upscaler.running = False

-    def closeEvent(self, event):
+        try:
+            # if upscaler is running, ask the user for confirmation
+            if self.upscaler.running is True:
+                confirmation = QMessageBox.question(self,
+                                                    'Stopping Confirmation',
+                                                    'Are you sure you want to want to stop the upscaling process?',
+                                                    QMessageBox.Yes,
+                                                    QMessageBox.No)
+                # if the user indeed wants to stop processing
+                if confirmation == QMessageBox.Yes:
+                    with contextlib.suppress(AttributeError):
+                        self.upscaler.running = False
+                    return True
+                # if the user doesn't want ot stop processing
+                else:
+                    return False
+
+            # if the upscaler is not running
+            else:
+                return True
+
+        # if an AttributeError happens
+        # that means the upscaler object haven't been created yet
+        except AttributeError:
+            return True
+
+    def closeEvent(self, event: QCloseEvent):
        # try cleaning up temp directories
-        self.stop()
-        event.accept()
+        if self.stop():
+            event.accept()
+        else:
+            event.ignore()


 # this file shouldn't be imported
--- a/src/video2x_gui.pyproject.user
+++ b/src/video2x_gui.pyproject.user
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <!DOCTYPE QtCreatorProject>
-<!-- Written by QtCreator 4.12.0, 2020-05-14T22:33:50. -->
+<!-- Written by QtCreator 4.12.0, 2020-05-26T06:35:20. -->
 <qtcreator>
 <data>
  <variable>EnvironmentId</variable>
--- a/src/video2x_gui.ui
+++ b/src/video2x_gui.ui
@@ -6,8 +6,8 @@
   <rect>
    <x>0</x>
    <y>0</y>
-    <width>671</width>
-    <height>802</height>
+    <width>673</width>
+    <height>844</height>
   </rect>
  </property>
  <property name="acceptDrops">
@@ -270,7 +270,57 @@
               <item>
                <widget class="QComboBox" name="driverComboBox">
                 <property name="toolTip">
-                  <string>Driver to use for upscaling. Waifu2x Caffe is only for Nvidia GPUs.</string>
+                  <string>&lt;p style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Driver to use for
+        upscaling. &lt;/span&gt;&lt;/p&gt;
+&lt;ul&gt;
+    &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Waifu2X Caffe&lt;/span&gt;
+        &lt;ul&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span
+                    style=&quot;font-size: 8pt; font-weight: 600;&quot;&gt;requires Nvidia GPU and CUDA/cuDNN&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Caffe
+                    implementation of waifu2x which is classic and stable&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Lots of models
+                    available&lt;/span&gt;&lt;/li&gt;
+        &lt;/ul&gt;
+    &lt;/li&gt;
+    &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Waifu2X Converter
+            CPP&lt;/span&gt;
+        &lt;ul&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;CPP
+                    implementation of waifu2x&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Uses OpenCL
+                    and OpenCV for graphical processing&lt;/span&gt;&lt;/li&gt;
+        &lt;/ul&gt;
+    &lt;/li&gt;
+    &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Waifu2X NCNN
+            Vulkan&lt;/span&gt;
+        &lt;ul&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;NCNN
+                    implementation of waifu2x&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Uses Vulkan
+                    API for graphical processing&lt;/span&gt;&lt;/li&gt;
+        &lt;/ul&gt;
+    &lt;/li&gt;
+    &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;SRMD NCNN
+            Vulkan&lt;/span&gt;
+        &lt;ul&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;NCNN
+                    implementation of SRMD&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Uses Vulkan
+                    API for graphical processing&lt;/span&gt;&lt;/li&gt;
+        &lt;/ul&gt;
+    &lt;/li&gt;
+    &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Anime4KCPP&lt;/span&gt;
+        &lt;ul&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;CPP
+                    implementation of Anime4K&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Very fast but
+                    low quality&lt;/span&gt;&lt;/li&gt;
+            &lt;li style=&quot;-qt-block-indent: 0; text-indent: 0px; margin: 0px;&quot;&gt;&lt;span style=&quot;font-size: 8pt;&quot;&gt;Multithreading
+                    is preferred&lt;/span&gt;&lt;/li&gt;
+        &lt;/ul&gt;
+    &lt;/li&gt;
+&lt;/ul&gt;</string>
                 </property>
                 <item>
                  <property name="text">
@@ -292,6 +342,11 @@
                   <string>SRMD NCNN Vulkan</string>
                  </property>
                 </item>
+                 <item>
+                  <property name="text">
+                   <string>RealSR NCNN Vulkan</string>
+                  </property>
+                 </item>
                 <item>
                  <property name="text">
                   <string>Anime4KCPP</string>
@@ -1334,6 +1389,131 @@
            </item>
           </layout>
          </widget>
+          <widget class="QWidget" name="realsrNcnnVulkanTab">
+           <attribute name="title">
+            <string>RealSR NCNN Vulkan</string>
+           </attribute>
+           <layout class="QVBoxLayout" name="verticalLayout_34">
+            <item>
+             <layout class="QHBoxLayout" name="realsrNcnnVulkanPathHorizontalLayout">
+              <item>
+               <widget class="QLineEdit" name="realsrNcnnVulkanPathLineEdit"/>
+              </item>
+              <item>
+               <widget class="QPushButton" name="realsrNcnnVulkanPathSelectButton">
+                <property name="text">
+                 <string>Select Binary Path</string>
+                </property>
+               </widget>
+              </item>
+             </layout>
+            </item>
+            <item>
+             <layout class="QHBoxLayout" name="realsrNcnnVulkanTileSizeHorizontalLayout">
+              <item>
+               <widget class="QLabel" name="realsrNcnnVulkanTileSizeLabel">
+                <property name="text">
+                 <string>Tile Size</string>
+                </property>
+               </widget>
+              </item>
+              <item>
+               <widget class="QSpinBox" name="realsrNcnnVulkanTileSizeSpinBox">
+                <property name="minimum">
+                 <number>0</number>
+                </property>
+                <property name="maximum">
+                 <number>99999</number>
+                </property>
+                <property name="value">
+                 <number>0</number>
+                </property>
+               </widget>
+              </item>
+             </layout>
+            </item>
+            <item>
+             <layout class="QHBoxLayout" name="realsrNcnnVulkanModelHorizontalLayout">
+              <item>
+               <widget class="QLabel" name="realsrNcnnVulkanModelLabel">
+                <property name="text">
+                 <string>Model</string>
+                </property>
+               </widget>
+              </item>
+              <item>
+               <widget class="QComboBox" name="realsrNcnnVulkanModelComboBox">
+                <property name="toolTip">
+                 <string>&lt;html&gt;&lt;head/&gt;&lt;body&gt;&lt;p&gt;If the input file contains very little noise, DF2K will produce sharper outputs.&lt;/p&gt;&lt;p&gt;However, if the input is noisy, DF2K might produce artifacts. DF2K_JPEG will then be preferred.&lt;/p&gt;&lt;/body&gt;&lt;/html&gt;</string>
+                </property>
+                <item>
+                 <property name="text">
+                  <string>models-DF2K_JPEG</string>
+                 </property>
+                </item>
+                <item>
+                 <property name="text">
+                  <string>models-DF2K</string>
+                 </property>
+                </item>
+               </widget>
+              </item>
+             </layout>
+            </item>
+            <item>
+             <layout class="QHBoxLayout" name="realsrNcnnVulkanGpuIdHorizontalLayout">
+              <item>
+               <widget class="QLabel" name="realsrNcnnVulkanGpuIdLabel">
+                <property name="text">
+                 <string>GPU ID</string>
+                </property>
+               </widget>
+              </item>
+              <item>
+               <widget class="QSpinBox" name="realsrNcnnVulkanGpuIdSpinBox"/>
+              </item>
+             </layout>
+            </item>
+            <item>
+             <layout class="QHBoxLayout" name="realsrNcnnVulkanJobsHorizontalLayout">
+              <item>
+               <widget class="QLabel" name="realsrNcnnVulkanJobsLabel">
+                <property name="text">
+                 <string>Jobs</string>
+                </property>
+               </widget>
+              </item>
+              <item>
+               <widget class="QLineEdit" name="realsrNcnnVulkanJobsLineEdit">
+                <property name="text">
+                 <string>1:2:2</string>
+                </property>
+               </widget>
+              </item>
+             </layout>
+            </item>
+            <item>
+             <widget class="QCheckBox" name="realsrNcnnVulkanTtaCheckBox">
+              <property name="text">
+               <string>TTA</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <spacer name="realsrNcnnVulkanVerticalSpacer">
+              <property name="orientation">
+               <enum>Qt::Vertical</enum>
+              </property>
+              <property name="sizeHint" stdset="0">
+               <size>
+                <width>20</width>
+                <height>331</height>
+               </size>
+              </property>
+             </spacer>
+            </item>
+           </layout>
+          </widget>
          <widget class="QWidget" name="anime4kCppTab">
           <attribute name="title">
            <string>Anime4K CPP</string>
@@ -1657,7 +1837,7 @@
        <item>
         <widget class="QTabWidget" name="ffmpegSettingsTabWidget">
          <property name="currentIndex">
-           <number>0</number>
+           <number>2</number>
          </property>
          <widget class="QWidget" name="ffmpegGlobalOptionsTab">
           <attribute name="title">
@@ -1879,7 +2059,7 @@
                    </sizepolicy>
                   </property>
                   <property name="text">
-                    <string>yuv444p10le</string>
+                    <string>yuv420p</string>
                   </property>
                  </widget>
                 </item>
@@ -1906,6 +2086,64 @@
                 </item>
                </layout>
               </item>
+               <item>
+                <layout class="QHBoxLayout" name="ffmpegAssembleVideoOutputOptionsTuneHorizontalLayout">
+                 <item>
+                  <widget class="QLabel" name="ffmpegAssembleVideoOutputOptionsTuneLabel">
+                   <property name="text">
+                    <string>H.264/H.265 Tune (-tune)</string>
+                   </property>
+                  </widget>
+                 </item>
+                 <item>
+                  <widget class="QComboBox" name="ffmpegAssembleVideoOutputOptionsTuneComboBox">
+                   <property name="toolTip">
+                    <string>&lt;html&gt;&lt;head/&gt;&lt;body&gt;&lt;p&gt;- film (x264 only): use for high quality movie content; lowers deblocking&lt;/p&gt;&lt;p&gt;- animation (x264 only): good for cartoons; uses higher deblocking and more reference frames&lt;/p&gt;&lt;p&gt;- grain: preserves the grain structure in old, grainy film material&lt;/p&gt;&lt;p&gt;- stillimage: (x264 only) good for slideshow-like content&lt;/p&gt;&lt;p&gt;- fastdecode: allows faster decoding by disabling certain filters&lt;/p&gt;&lt;p&gt;- zerolatency: good for fast encoding and low-latency streaming&lt;/p&gt;&lt;p&gt;- psnr: ignore this as it is only used for codec development&lt;/p&gt;&lt;p&gt;- ssim: ignore this as it is only used for codec development &lt;/p&gt;&lt;/body&gt;&lt;/html&gt;</string>
+                   </property>
+                   <item>
+                    <property name="text">
+                     <string>animation</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>film</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>grain</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>stillimage</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>fastdecode</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>zerolatency</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>psnr</string>
+                    </property>
+                   </item>
+                   <item>
+                    <property name="text">
+                     <string>ssim</string>
+                    </property>
+                   </item>
+                  </widget>
+                 </item>
+                </layout>
+               </item>
               <item>
                <layout class="QHBoxLayout" name="ffmpegAssembleVideoOutputOptionsBitrateHorizontalLayout">
                 <item>
@@ -1933,7 +2171,7 @@
               <item>
                <widget class="QCheckBox" name="ffmpegAssembleVideoOutputOptionsEnsureDivisibleCheckBox">
                 <property name="text">
-                  <string>Ensure output width and height are divisible by 2</string>
+                  <string>Ensure output width and height are divisible by 2 (-vf: &quot;pad=ceil(iw/2)*2:ceil(ih/2)*2&quot;)</string>
                 </property>
                 <property name="checked">
                  <bool>true</bool>
@@ -2070,9 +2308,9 @@
                 </property>
                 <layout class="QVBoxLayout" name="verticalLayout_32">
                  <item>
-                   <layout class="QHBoxLayout" name="ffmpegMigrateStreamsOutputOptionsOtherPixelFormatHorizontalLayout">
+                   <layout class="QHBoxLayout" name="ffmpegMigrateStreamsOutputOptionsPixelFormatHorizontalLayout">
                    <item>
-                     <widget class="QLabel" name="ffmpegMigrateStreamsOutputOptionsOtherPixelFormatLabel">
+                     <widget class="QLabel" name="ffmpegMigrateStreamsOutputOptionsPixelFormatLabel">
                      <property name="text">
                       <string>Pixel Format (-pix_fmt)</string>
                      </property>
@@ -2084,9 +2322,30 @@
                   </layout>
                  </item>
                  <item>
-                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsCopyCodecCheckBox">
+                   <layout class="QHBoxLayout" name="ffmpegMigrateStreamsOutputOptionsFrameInterpolationHorizontalLayout">
+                    <item>
+                     <widget class="QLabel" name="ffmpegMigrateStreamsOutputOptionsFrameInterpolationLabel">
+                      <property name="text">
+                       <string>Frame Interpolation (-filter &quot;minterpolate='fps=n'&quot;)</string>
+                      </property>
+                     </widget>
+                    </item>
+                    <item>
+                     <widget class="QSpinBox" name="ffmpegMigrateStreamsOutputOptionsFrameInterpolationSpinBox">
+                      <property name="maximum">
+                       <number>9999</number>
+                      </property>
+                     </widget>
+                    </item>
+                   </layout>
+                  </item>
+                  <item>
+                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsCopyStreamsCheckBox">
+                    <property name="toolTip">
+                     <string>Copy streams without re-encoding</string>
+                    </property>
                    <property name="text">
-                     <string>Copy codec</string>
+                     <string>Copy streams (-c copy)</string>
                    </property>
                    <property name="checked">
                     <bool>true</bool>
@@ -2094,9 +2353,9 @@
                   </widget>
                  </item>
                  <item>
-                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsOtherCopyKnownMetadataTagsCheckBox">
+                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsCopyKnownMetadataTagsCheckBox">
                    <property name="text">
-                     <string>Copy known metadata tags</string>
+                     <string>Copy known metadata tags (-map_metadata 0)</string>
                    </property>
                    <property name="checked">
                     <bool>true</bool>
@@ -2104,9 +2363,9 @@
                   </widget>
                  </item>
                  <item>
-                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsOtherCopyArbitraryMetadataTagsCheckBox">
+                   <widget class="QCheckBox" name="ffmpegMigrateStreamsOutputOptionsCopyArbitraryMetadataTagsCheckBox">
                    <property name="text">
-                     <string>Copy arbitrary metadata tags</string>
+                     <string>Copy arbitrary metadata tags (-movflags use_metadata_tags)</string>
                    </property>
                    <property name="checked">
                     <bool>true</bool>
@@ -2114,7 +2373,7 @@
                   </widget>
                  </item>
                  <item>
-                   <spacer name="verticalSpacer">
+                   <spacer name="ffmpegMigrateStreamsOutputOptionsOtherVerticalSpacer">
                    <property name="orientation">
                     <enum>Qt::Vertical</enum>
                    </property>
@@ -2511,7 +2770,7 @@
    <rect>
     <x>0</x>
     <y>0</y>
-     <width>671</width>
+     <width>673</width>
     <height>21</height>
    </rect>
   </property>
@@ -2525,6 +2784,7 @@
    <property name="title">
     <string>Help</string>
    </property>
+    <addaction name="actionShortcuts"/>
    <addaction name="actionAbout"/>
   </widget>
   <addaction name="menuFile"/>
@@ -2541,6 +2801,11 @@
    <string>About</string>
   </property>
  </action>
+  <action name="actionShortcuts">
+   <property name="text">
+    <string>Shortcuts</string>
+   </property>
+  </action>
 </widget>
 <resources/>
 <connections/>
--- a/src/video2x_setup.py
+++ b/src/video2x_setup.py
@@ -4,7 +4,7 @@
 Name: Video2X Setup Script
 Creator: K4YT3X
 Date Created: November 28, 2018
-Last Modified: May 16, 2020
+Last Modified: May 29, 2020

 Editor: BrianPetkovsek
 Editor: SAT3LL
@@ -17,8 +17,9 @@ Installation Details:
 - waifu2x-caffe: %LOCALAPPDATA%\\video2x\\waifu2x-caffe
 - waifu2x-cpp-converter: %LOCALAPPDATA%\\video2x\\waifu2x-converter-cpp
 - waifu2x_ncnn_vulkan: %LOCALAPPDATA%\\video2x\\waifu2x-ncnn-vulkan
- anime4kcpp: %LOCALAPPDATA%\\video2x\\anime4kcpp
 - srmd_ncnn_vulkan: %LOCALAPPDATA%\\video2x\\srmd-ncnn-vulkan
+- realsr_ncnn_vulkan: %LOCALAPPDATA%\\video2x\\realsr-ncnn-vulkan
+- anime4kcpp: %LOCALAPPDATA%\\video2x\\anime4kcpp
 """

 # built-in imports
@@ -43,7 +44,7 @@ import zipfile
 # Therefore, they will be installed during the Python dependency
 #   installation step and imported later in the script.

-SETUP_VERSION = '2.1.0'
+SETUP_VERSION = '2.2.0'

 # global static variables
 LOCALAPPDATA = pathlib.Path(os.getenv('localappdata'))
@@ -54,8 +55,9 @@ DRIVER_OPTIONS = ['all',
                  'waifu2x_caffe',
                  'waifu2x_converter_cpp',
                  'waifu2x_ncnn_vulkan',
-                  'anime4kcpp',
-                  'srmd_ncnn_vulkan']
+                  'srmd_ncnn_vulkan',
+                  # 'realsr_ncnn_vulkan',
+                  'anime4kcpp']


 def parse_arguments():
@@ -103,7 +105,7 @@ class Video2xSetup:
    def _install_python_requirements(self):
        """ Read requirements.txt and return its content
        """
-        pip_install('requirements.txt')
+        pip_install('requirements-windows.txt')

    def _cleanup(self):
        """ Cleanup all the temp files downloaded
@@ -209,6 +211,32 @@ class Video2xSetup:
            # rename the newly extracted directory
            (LOCALAPPDATA / 'video2x' / zipf.namelist()[0]).rename(waifu2x_ncnn_vulkan_directory)

+    def _install_realsr_ncnn_vulkan(self):
+        """ Install realsr-ncnn-vulkan
+        """
+        print('\nInstalling realsr-ncnn-vulkan')
+        import requests
+
+        # Get latest release of realsr-ncnn-vulkan via Github API
+        latest_release = requests.get('https://api.github.com/repos/nihui/realsr-ncnn-vulkan/releases/latest').json()
+
+        for a in latest_release['assets']:
+            if re.search(r'realsr-ncnn-vulkan-\d*\.zip', a['browser_download_url']):
+                realsr_ncnn_vulkan_zip = download(a['browser_download_url'], tempfile.gettempdir())
+                self.trash.append(realsr_ncnn_vulkan_zip)
+
+        # extract and rename
+        realsr_ncnn_vulkan_directory = LOCALAPPDATA / 'video2x' / 'realsr-ncnn-vulkan'
+        with zipfile.ZipFile(realsr_ncnn_vulkan_zip) as zipf:
+            zipf.extractall(LOCALAPPDATA / 'video2x')
+
+            # if directory already exists, remove it
+            if realsr_ncnn_vulkan_directory.exists():
+                shutil.rmtree(realsr_ncnn_vulkan_directory)
+
+            # rename the newly extracted directory
+            (LOCALAPPDATA / 'video2x' / zipf.namelist()[0]).rename(realsr_ncnn_vulkan_directory)
+
    def _install_anime4kcpp(self):
        """ Install Anime4KCPP
        """
--- a/src/wrappers/anime4kcpp.py
+++ b/src/wrappers/anime4kcpp.py
--- a/src/wrappers/ffmpeg.py
+++ b/src/wrappers/ffmpeg.py
--- a/src/wrappers/gifski.py
+++ b/src/wrappers/gifski.py
--- a/src/wrappers/realsr_ncnn_vulkan.py
+++ b/src/wrappers/realsr_ncnn_vulkan.py
@@ -0,0 +1,102 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Name: RealSR NCNN Vulkan Driver
+Creator: K4YT3X
+Date Created: May 26, 2020
+Last Modified: May 26, 2020
+
+Description: This class is a high-level wrapper
+for realsr_ncnn_vulkan.
+"""
+
+# built-in imports
+import argparse
+import os
+import pathlib
+import platform
+import shlex
+import subprocess
+import threading
+
+# third-party imports
+from avalon_framework import Avalon
+
+
+class WrapperMain:
+    """This class communicates with RealSR NCNN Vulkan engine
+
+    An object will be created for this class, containing information
+    about the binary address and the processing method. When being called
+    by the main program, other detailed information will be passed to
+    the upscale function.
+    """
+
+    def __init__(self, driver_settings):
+        self.driver_settings = driver_settings
+        self.print_lock = threading.Lock()
+
+    @staticmethod
+    def parse_arguments(arguments):
+        parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter, add_help=False)
+        parser.error = lambda message: (_ for _ in ()).throw(AttributeError(message))
+        parser.add_argument('--help', action='help', help='show this help message and exit')
+        parser.add_argument('-v', action='store_true', help='verbose output')
+        parser.add_argument('-i', type=str, help=argparse.SUPPRESS)  # help='input image path (jpg/png) or directory')
+        parser.add_argument('-o', type=str, help=argparse.SUPPRESS)  # help='output image path (png) or directory')
+        parser.add_argument('-s', type=int, choices=[4], help='upscale ratio')
+        parser.add_argument('-t', type=int, help='tile size (>=32/0=auto)')
+        parser.add_argument('-m', type=str, help='realsr model path')
+        parser.add_argument('-g', type=int, help='gpu device to use')
+        parser.add_argument('-j', type=str, help='thread count for load/proc/save')
+        parser.add_argument('-x', action='store_true', help='enable tta mode')
+        return parser.parse_args(arguments)
+
+    def load_configurations(self, upscaler):
+        self.driver_settings['s'] = int(upscaler.scale_ratio)
+        self.driver_settings['j'] = '{}:{}:{}'.format(upscaler.processes, upscaler.processes, upscaler.processes)
+
+    def upscale(self, input_directory, output_directory):
+        """This is the core function for RealSR NCNN Vulkan class
+
+        Arguments:
+            input_directory {string} -- source directory path
+            output_directory {string} -- output directory path
+            ratio {int} -- output video ratio
+        """
+
+        # overwrite config file settings
+        self.driver_settings['i'] = input_directory
+        self.driver_settings['o'] = output_directory
+
+        # by default, realsr-ncnn-vulkan will look for the models under the current working directory
+        # change the working directory to its containing folder if model directory not specified
+        if self.driver_settings['m'] is None and platform.system() == 'Windows':
+            os.chdir(pathlib.Path(self.driver_settings['path']).parent)
+
+        # list to be executed
+        # initialize the list with the binary path as the first element
+        execute = [self.driver_settings['path']]
+
+        for key in self.driver_settings.keys():
+
+            value = self.driver_settings[key]
+
+            # null or None means that leave this option out (keep default)
+            if key == 'path' or value is None or value is False:
+                continue
+            else:
+                if len(key) == 1:
+                    execute.append(f'-{key}')
+                else:
+                    execute.append(f'--{key}')
+
+                # true means key is an option
+                if value is not True:
+                    execute.append(str(value))
+
+        # return the Popen object of the new process created
+        self.print_lock.acquire()
+        Avalon.debug_info(f'[upscaler] Subprocess {os.getpid()} executing: {shlex.join(execute)}')
+        self.print_lock.release()
+        return subprocess.Popen(execute)
--- a/src/wrappers/srmd_ncnn_vulkan.py
+++ b/src/wrappers/srmd_ncnn_vulkan.py
--- a/src/wrappers/waifu2x_caffe.py
+++ b/src/wrappers/waifu2x_caffe.py
--- a/src/wrappers/waifu2x_converter_cpp.py
+++ b/src/wrappers/waifu2x_converter_cpp.py
--- a/src/wrappers/waifu2x_ncnn_vulkan.py
+++ b/src/wrappers/waifu2x_ncnn_vulkan.py
Author	SHA1	Message	Date
k4yt3x	d3db4e8cf1	updated build script requirements file name	2020-05-29 16:24:22 -04:00
k4yt3x	f887dfe3a7	fixed a dash with the wrong encoding	2020-05-29 16:20:11 -04:00
k4yt3x	a41df138bf	updated setup script for RealSR NCNN Vulkan and changed requirement files	2020-05-29 16:02:06 -04:00
k4yt3x	41833f4068	fixed Anime4KCPP multi-processing mishandling issue	2020-05-29 15:30:16 -04:00
K4YT3X	c0955ae7e4	updated file modes for Linux	2020-05-28 10:52:38 -04:00
K4YT3X	682aeb82ff	updated GitHub Actions config for requirements file changes	2020-05-28 10:24:24 -04:00
K4YT3X	21407c831c	separated Linux requirements from Windows requirements	2020-05-28 10:23:54 -04:00
k4yt3x	7e34bf7516	updated Patreon badge	2020-05-27 19:17:05 -04:00
k4yt3x	4c5ca73e38	added RealSR NCNN Vulkan support	2020-05-26 06:35:53 -04:00
k4yt3x	387a233daf	added Docker cloud build status badge	2020-05-25 05:29:28 -04:00
k4yt3x	781eb6686f	added Docker usage section, added @lhanjian to special thanks for writing the Dockerfile	2020-05-24 23:36:10 -04:00
k4yt3x	c73edd9001	fixed docker submodule issues, formatted Dockerfile	2020-05-24 23:09:22 -04:00
k4yt3x	deb742ee8d	added a short description for each of the drivers	2020-05-24 14:26:32 -04:00
k4yt3x	5ef6eb7e8e	added Dockerfile written by @lhanjian	2020-05-24 13:24:28 -04:00
k4yt3x	6c5e079a1c	added a list of supported drivers into README since it is useful info	2020-05-23 10:19:18 -04:00
k4yt3x	1e384596ee	Updated special thanks section	2020-05-23 09:40:17 -04:00
k4yt3x	4680647f1f	removed the insignificant master version number badge	2020-05-23 09:05:31 -04:00
k4yt3x	4015db5bcf	CLI 4.0.1: require input and output to be specified if help is not specified	2020-05-23 08:59:57 -04:00
k4yt3x	082c6d44fa	GUI 2.4.0: added H264/265 tune option	2020-05-23 08:59:39 -04:00
k4yt3x	de841a4636	removed bold exception string to avoid formatting bugs	2020-05-23 07:41:01 -04:00
k4yt3x	40711a2711	updated translations for upscaler 4.1.1	2020-05-22 17:56:31 -04:00
k4yt3x	0c63768165	Upscaler 4.1.1: fixed python-magic detection issues, added more debug output	2020-05-22 17:56:22 -04:00
k4yt3x	ac2d447391	GUI 2.3.1: added shortcut keys	2020-05-22 17:55:55 -04:00
k4yt3x	b03747dbde	updated translations after fixing typo	2020-05-22 16:30:02 -04:00
k4yt3x	89740f01dc	using mimetypes as a backup mime detection method, fixed typo	2020-05-22 16:29:51 -04:00
k4yt3x	676e70f088	updated drivers tooltips	2020-05-17 16:15:38 -04:00
k4yt3x	f57b5e9d04	bumped GUI version number	2020-05-17 16:15:26 -04:00
k4yt3x	f48e23a890	ignore FileNotFoundError while clearing cache	2020-05-17 15:50:05 -04:00
k4yt3x	826b4e9829	renamed stream copy checkbox	2020-05-17 15:48:21 -04:00
k4yt3x	c56be51e21	updated output path generation logic, organized lines	2020-05-17 15:48:06 -04:00
k4yt3x	d2b3175ccd	changed default output codec to yuv420p for wider compatibility, added frame interpolation comment	2020-05-17 15:47:33 -04:00
k4yt3x	a98d1c7277	added stopping confirmation	2020-05-17 10:51:17 -04:00
k4yt3x	e107ddc96e	updated translations	2020-05-17 10:13:43 -04:00
k4yt3x	289f5441eb	added FFmpeg frame interpolation option	2020-05-17 09:57:07 -04:00
k4yt3x	179bd6afc8	updated GUI 2.1.0 screenshot	2020-05-16 08:01:11 -04:00