OpenSourceJoker/video2x
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added Anime4K v4 (GLSL) support via FFmpeg & libplacebo

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k4yt3x 2023-05-09 08:30:02 +00:00
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commit c746773980
6 changed files with 282 additions and 379 deletions
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README.md
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@ -90,6 +90,7 @@ This project includes or depends on these following projects:
| [realsr-ncnn-vulkan](https://github.com/nihui/realsr-ncnn-vulkan) | MIT License |
| [rife-ncnn-vulkan](https://github.com/nihui/rife-ncnn-vulkan) | MIT License |
| [realcugan-ncnn-vulkan](https://github.com/nihui/realcugan-ncnn-vulkan) | MIT License |
| [Anime4K](https://github.com/bloc97/Anime4K) | MIT License |
| [ffmpeg-python](https://github.com/kkroening/ffmpeg-python) | Apache-2.0 |
| [Loguru](https://github.com/Delgan/loguru) | MIT License |
| [opencv-python](https://github.com/opencv/opencv-python) | MIT License |
@ -103,7 +104,6 @@ Legacy versions of this project includes or depends on these following projects:
| --------------------------------------------------------------------------- | -------------------- |
| [waifu2x-caffe](https://github.com/lltcggie/waifu2x-caffe) | MIT License |
| [waifu2x-converter-cpp](https://github.com/DeadSix27/waifu2x-converter-cpp) | MIT License |
| [Anime4K](https://github.com/bloc97/Anime4K) | MIT License |
| [Anime4KCPP](https://github.com/TianZerL/Anime4KCPP) | MIT License |
| [Gifski](https://github.com/ImageOptim/gifski) | AGPLv3 |
| [tqdm](https://github.com/tqdm/tqdm) | MPLv2.0, MIT License |

574
pdm.lock generated
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@ -1,35 +1,31 @@
[[package]]
name = "cmake"
version = "3.22.3"
summary = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
# This file is @generated by PDM.
# It is not intended for manual editing.
[[package]]
name = "cmake-build-extension"
version = "0.5.0"
requires_python = ">=3.6"
summary = "Setuptools extension to build and package CMake projects."
name = "anime4k-python"
version = "1.0.0"
requires_python = ">=3.7"
summary = "Python wrapper of Anime4K GLSL shaders achieved with FFmpeg and libplacebo"
dependencies = [
"GitPython",
"cmake",
"ninja",
"setuptools-scm",
"ffmpeg>=0.2.0",
"pillow>=9.1.0",
]
[[package]]
name = "colorama"
version = "0.4.4"
requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
version = "0.4.6"
requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
summary = "Cross-platform colored terminal text."
[[package]]
name = "commonmark"
version = "0.9.1"
summary = "Python parser for the CommonMark Markdown spec"
name = "evdev"
version = "1.6.1"
summary = "Bindings to the Linux input handling subsystem"
[[package]]
name = "evdev"
version = "1.4.0"
summary = "Bindings to the Linux input handling subsystem"
name = "ffmpeg"
version = "1.4"
summary = "ffmpeg python package url [https://github.com/jiashaokun/ffmpeg]"
[[package]]
name = "ffmpeg-python"
@ -41,32 +37,13 @@ dependencies = [
[[package]]
name = "future"
version = "0.18.2"
version = "0.18.3"
requires_python = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
summary = "Clean single-source support for Python 3 and 2"
[[package]]
name = "gitdb"
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requires_python = ">=3.6"
summary = "Git Object Database"
dependencies = [
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requires_python = ">=3.7"
summary = "GitPython is a python library used to interact with Git repositories"
dependencies = [
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]
[[package]]
name = "loguru"
version = "0.6.0"
version = "0.7.0"
requires_python = ">=3.5"
summary = "Python logging made (stupidly) simple"
dependencies = [
@ -75,15 +52,25 @@ dependencies = [
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[[package]]
name = "ninja"
version = "1.10.2.3"
summary = "Ninja is a small build system with a focus on speed"
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requires_python = ">=3.7"
summary = "Python port of markdown-it. Markdown parsing, done right!"
dependencies = [
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]
[[package]]
name = "mdurl"
version = "0.1.2"
requires_python = ">=3.7"
summary = "Markdown URL utilities"
[[package]]
name = "numpy"
version = "1.22.3"
version = "1.24.2"
requires_python = ">=3.8"
summary = "NumPy is the fundamental package for array computing with Python."
summary = "Fundamental package for array computing in Python"
[[package]]
name = "opencv-python"
@ -99,25 +86,16 @@ dependencies = [
"numpy>=1.21.2; python_version >= \"3.6\" and platform_system == \"Darwin\" and platform_machine == \"arm64\"",
]
[[package]]
name = "packaging"
version = "21.3"
requires_python = ">=3.6"
summary = "Core utilities for Python packages"
dependencies = [
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]
[[package]]
name = "pillow"
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version = "9.5.0"
requires_python = ">=3.7"
summary = "Python Imaging Library (Fork)"
[[package]]
name = "pygments"
version = "2.11.2"
requires_python = ">=3.5"
version = "2.14.0"
requires_python = ">=3.6"
summary = "Pygments is a syntax highlighting package written in Python."
[[package]]
@ -132,51 +110,21 @@ dependencies = [
"six",
]
[[package]]
name = "pyobjc-core"
version = "8.4.1"
requires_python = ">=3.6"
summary = "Python<->ObjC Interoperability Module"
[[package]]
name = "pyobjc-framework-applicationservices"
version = "8.4.1"
requires_python = ">=3.6"
summary = "Wrappers for the framework ApplicationServices on macOS"
dependencies = [
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"pyobjc-framework-Quartz>=8.4.1",
]
[[package]]
name = "pyobjc-framework-cocoa"
version = "8.4.1"
requires_python = ">=3.6"
summary = "Wrappers for the Cocoa frameworks on macOS"
dependencies = [
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version = "9.0.1"
requires_python = ">=3.7"
summary = ""
[[package]]
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requires_python = ">=3.6"
summary = "Wrappers for the Quartz frameworks on macOS"
dependencies = [
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requires_python = ">=3.6"
summary = "Python parsing module"
version = "9.0.1"
requires_python = ">=3.7"
summary = ""
[[package]]
name = "python-xlib"
version = "0.31"
version = "0.33"
summary = "Python X Library"
dependencies = [
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@ -184,7 +132,7 @@ dependencies = [
[[package]]
name = "realcugan-ncnn-vulkan-python"
version = "1.0.0"
version = "1.0.2"
requires_python = ">=3.6"
summary = "A Python FFI of nihui/realcugan-ncnn-vulkan achieved with SWIG"
dependencies = [
@ -193,7 +141,7 @@ dependencies = [
[[package]]
name = "realsr-ncnn-vulkan-python"
version = "1.0.4"
version = "1.0.6"
requires_python = ">=3.6"
summary = "A Python FFI of nihui/realsr-ncnn-vulkan achieved with SWIG"
dependencies = [
@ -202,53 +150,30 @@ dependencies = [
[[package]]
name = "rich"
version = "12.0.0"
requires_python = ">=3.6.2,<4.0.0"
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requires_python = ">=3.7.0"
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version = "1.1.2.post3"
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summary = "A Python FFI of nihui/rife-ncnn-vulkan achieved with SWIG"
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requires_python = ">=3.6"
summary = "A pure Python implementation of a sliding window memory map manager"
[[package]]
name = "srmd-ncnn-vulkan-python"
version = "1.0.2"
@ -258,26 +183,18 @@ dependencies = [
"pillow",
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[[package]]
name = "tomli"
version = "2.0.1"
requires_python = ">=3.7"
summary = "A lil' TOML parser"
[[package]]
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requires_python = ">=3.6"
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version = "4.5.0"
requires_python = ">=3.7"
summary = "Backported and Experimental Type Hints for Python 3.7+"
[[package]]
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version = "1.0.1"
version = "1.0.4"
requires_python = ">=3.6"
summary = "A Python FFI of nihui/waifu2x-ncnn-vulkan achieved with SWIG"
dependencies = [
"cmake",
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@ -288,246 +205,209 @@ requires_python = ">=3.5"
summary = "A small Python utility to set file creation time on Windows"
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11
pyproject.toml
View File

@ -2,7 +2,7 @@
name = "video2x"
description = "A video/image upscaling and frame interpolation framework"
readme = "README.md"
requires-python = ">=3.7"
requires-python = ">=3.8"
license = { text = "AGPL-3.0-or-later" }
keywords = [
"super-resolution",
@ -31,11 +31,12 @@ dependencies = [
"pillow>=9.1.0",
"pynput>=1.7.6",
"rich>=12.0.0",
"waifu2x-ncnn-vulkan-python>=1.0.2rc3",
"waifu2x-ncnn-vulkan-python>=1.0.4",
"srmd-ncnn-vulkan-python>=1.0.2",
"realsr-ncnn-vulkan-python>=1.0.4",
"rife-ncnn-vulkan-python>=1.1.2.post3",
"realsr-ncnn-vulkan-python>=1.0.6",
"rife-ncnn-vulkan-python>=1.2.1",
"realcugan-ncnn-vulkan-python>=1.0.2",
"anime4k-python>=1.0.0",
]
dynamic = ["version"]
@ -55,5 +56,5 @@ profile = "black"
version = { from = "video2x/__init__.py" }
[build-system]
requires = ["pdm-pep517>=0.12.0"]
requires = ["pdm-pep517>=1.0.0"]
build-backend = "pdm.pep517.api"

6
video2x/__init__.py
View File

@ -1,7 +1,7 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Copyright (C) 2018-2022 K4YT3X and contributors.
Copyright (C) 2018-2023 K4YT3X and contributors.
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
@ -19,12 +19,12 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
Name: Package Init
Author: K4YT3X
Date Created: July 3, 2021
Last Modified: August 28, 2022
Last Modified: May 9, 2023
"""
# version assignment has to precede imports to
# prevent setup.cfg from producing import errors
__version__ = "5.0.0-beta6"
__version__ = "5.0.0-beta7"
# flake8: noqa
# let flake8 ignore this file to avoid F401 warnings

27
video2x/upscaler.py
View File

@ -1,7 +1,7 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Copyright (C) 2018-2022 K4YT3X and contributors.
Copyright (C) 2018-2023 K4YT3X and contributors.
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
@ -25,6 +25,7 @@ Last Modified: April 10, 2022
import math
import time
from anime4k_python import Anime4K
from PIL import Image
from realcugan_ncnn_vulkan_python import Realcugan
from realsr_ncnn_vulkan_python import Realsr
@ -38,17 +39,19 @@ class Upscaler:
# fixed scaling ratios supported by the algorithms
# that only support certain fixed scale ratios
ALGORITHM_FIXED_SCALING_RATIOS = {
"waifu2x": [1, 2],
"srmd": [2, 3, 4],
"realsr": [4],
"anime4k": [-1],
"realcugan": [1, 2, 3, 4],
"realsr": [4],
"srmd": [2, 3, 4],
"waifu2x": [1, 2],
}
ALGORITHM_CLASSES = {
"waifu2x": Waifu2x,
"srmd": Srmd,
"realsr": Realsr,
"anime4k": Anime4K,
"realcugan": Realcugan,
"realsr": Realsr,
"srmd": Srmd,
"waifu2x": Waifu2x,
}
processor_objects = {}
@ -90,6 +93,11 @@ class Upscaler:
if remaining_scaling_ratio == 1:
return [supported_scaling_ratios[0]]
# if the processor supports arbitrary scales
# return only one job
if supported_scaling_ratios[0] == -1:
return [remaining_scaling_ratio]
scaling_jobs = []
while remaining_scaling_ratio > 1:
for ratio in supported_scaling_ratios:
@ -138,7 +146,6 @@ class Upscaler:
for task in self._get_scaling_tasks(
width, height, output_width, output_height, algorithm
):
# select a processor object with the required settings
# create a new object if none are available
processor_object = self.processor_objects.get((algorithm, task))
@ -158,12 +165,9 @@ class Upscaler:
class UpscalerProcessor(Processor, Upscaler):
def process(self) -> None:
task = self.tasks_queue.get()
while task is not None:
try:
if self.pause_flag.value is True:
time.sleep(0.1)
continue
@ -185,7 +189,6 @@ class UpscalerProcessor(Processor, Upscaler):
# if the difference is lower than threshold, skip this frame
if difference_ratio < threshold:
# make the current image the same as the previous result
self.processed_frames[frame_index] = True

41
video2x/video2x.py
View File

@ -1,7 +1,7 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
r"""
Copyright (C) 2018-2022 K4YT3X and contributors.
Copyright (C) 2018-2023 K4YT3X and contributors.
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
@ -47,6 +47,7 @@ import time
from enum import Enum
from multiprocessing import Manager, Pool, Queue, Value
from pathlib import Path
from typing import Any
import ffmpeg
from cv2 import cv2
@ -69,7 +70,7 @@ from . import __version__
from .decoder import VideoDecoder, VideoDecoderThread
from .encoder import VideoEncoder
from .interpolator import Interpolator
from .upscaler import UpscalerProcessor
from .upscaler import Upscaler, UpscalerProcessor
# for desktop environments only
# if pynput can be loaded, enable global pause hotkey support
@ -159,6 +160,32 @@ class Video2X:
processes: int,
processing_settings: tuple,
) -> None:
# process by directly invoking the
# if the selected algorithm does not support frameserving
if mode == ProcessingMode.UPSCALE:
standalone_processor: Any = Upscaler.ALGORITHM_CLASSES[
processing_settings[2]
]
if getattr(standalone_processor, "process", None) is None:
standalone_processor().process_video(
input_path,
output_path,
width,
height,
output_width=output_width,
output_height=output_height,
)
return
# elif mode == ProcessingMode.INTERPOLATE:
else:
standalone_processor: Any = Interpolator.ALGORITHM_CLASSES[
processing_settings[2]
]
if getattr(standalone_processor, "process", None) is None:
standalone_processor().process_video(
input_path, output_path, frame_rate=frame_rate
)
return
# record original STDOUT and STDERR for restoration
original_stdout = sys.stdout
@ -224,7 +251,6 @@ class Video2X:
task = progress.add_task(f"[cyan]{mode.value['label']}", total=total_frames)
def _toggle_pause(_signal_number: int = -1, _frame=None):
# allow the closure to modify external immutable flag
nonlocal pause_flag
@ -251,7 +277,6 @@ class Video2X:
# enable global pause hotkey if it's supported
if ENABLE_HOTKEY is True:
# create global pause hotkey
pause_hotkey = HotKey(HotKey.parse("<ctrl>+<alt>+v"), _toggle_pause)
@ -272,13 +297,10 @@ class Video2X:
exceptions = []
try:
# let the context manager automatically stop the progress bar
with progress:
frame_index = 0
while frame_index < total_frames:
current_frame = processed_frames.get(frame_index)
if pause_flag.value is True or current_frame is None:
@ -317,7 +339,6 @@ class Video2X:
logger.info("Processing has completed")
finally:
# stop keyboard listener
if ENABLE_HOTKEY is True:
keyboard_listener.stop()
@ -369,7 +390,6 @@ class Video2X:
threshold: float,
algorithm: str,
) -> None:
# get basic video information
width, height, total_frames, frame_rate = self._get_video_info(input_path)
@ -413,7 +433,6 @@ class Video2X:
threshold: float,
algorithm: str,
) -> None:
# get video basic information
width, height, original_frames, frame_rate = self._get_video_info(input_path)
@ -433,4 +452,4 @@ class Video2X:
ProcessingMode.INTERPOLATE,
processes,
(threshold, algorithm),
)
)