Video Upscaling Software
2021年12月26日Download here: http://gg.gg/xd6x2
Official Discussion Group (Telegram): https://t.me/video2x
What is video upscaling software? In a very real sense, video upscaling processor or video upscaling software is designed to upscale video resolution for a better view on high-res display or devices. Actually, there are countless video upscaling software on the market boasting the ability to upscale or enhance video quality as desired.
A Discord server is also available. Please note that most developers are only on Telegram. If you join the Discord server, the developers might not be able to see your questions and help you. It is mostly for user-user interactions and those who do not want to use Telegram.
*Video upscaler Upscale videos by increasing both the resolution and quality up to 4x the size and up to 4K UHD (2160P). For example, convert your low-definition (270p) video to FHD (1080P).
*If you are looking for a professional video enhancer, then you shouldn’t miss Aiseesoft Video Enhancer, the best video upscaling software ever. It allows you to improve video quality and brings you vivid image effect. Besides increasing video resolution, it also can help you fix the blurry problem caused by camera shake.
*Upscaling is done by smart TV and some media players, as well as the video enhancement software. Best AI Video Enhancers that Upscale Videos from HD to 4K. With the AI Video Enhancement software, you can upscale the HD (1080p or 720p) videos to 4K, and up to 8K resolution. In the process of upscaling, the low-resolution image will be enlarged.Download Stable/Beta Builds (Windows)
*Full: full package comes pre-configured with all dependencies like FFmpeg and waifu2x-caffe.
*Light: ligt package comes with only Video2X binaries and a template configuration file. The user will either have to run the setup script or install and configure dependencies themselves.
Go to the Quick Start section for usages.Download From Mirror
In case you’re unable to download the releases directly from GitHub, you can try downloading from the mirror site hosted by the author. Only releases will be updated in this directory, not nightly builds.Download Nightly Builds (Windows)
You need to be logged into GitHub to be able to download GitHub Actions artifacts.
Nightly builds are built automatically every time a new commit is pushed to the master branch. The lates nightly build is always up-to-date with the latest version of the code, but is less stable and may contain bugs. Nightly builds are handled by GitHub’s integrated CI/CD tool, GitHub Actions.
To download the latest nightly build, go to the GitHub Actions tab, enter the last run of workflow “Video2X Nightly Build, and download the artifacts generated from the run.Docker Image
Video2X Docker images are available on Docker Hub for easy and rapid Video2X deployment on Linux and macOS. If you already have Docker installed, then only one command is needed to start upscaling a video. For more information on how to use Video2X’s Docker image, please refer to the documentations.Google Colab
You can use Video2X on Google Colab for free. Colab allows you too use a GPU on Google’s Servers (Tesla K80, T4, P4, P100). Please bare in mind that Colab can only be provided for free if all users know that they shouldn’t abuse it. A single free-tier tier session can last up to 12 hours. Please do not abuse the platform by creating sessions back-to-back and running upscaling 24/7. This might result in you getting banned.
Here is an example Notebook written by @Felixkruemel: Video2X_on_Colab.ipynb. This file can be used in combination of the following modified configuration file: @Felixkruemel’s Video2X configuration for Google Colab.Introduction
Video2X is a video/GIF/image upscaling software based on Waifu2X, Anime4K, SRMD and RealSR 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
*RealSR NCNN Vulkan: NCNN implementation of RealSR based on Vulkan API
*Anime4KCPP: CPP implementation of Anime4KVideo Upscaling
Upscale Comparison Demonstration
You can watch the whole demo video on YouTube: https://youtu.be/mGEfasQl2Zo
Clip is from trailer of animated movie “千と千尋の神隠し”. Copyright belongs to “株式会社スタジオジブリ (STUDIO GHIBLI INC.)”. Will delete immediately if use of clip is in violation of copyright.GIF Upscaling
This original input GIF is 160x120 in size. This image is downsized and accelerated to 20 FPS from its original image.
Catfru original 160x120 GIF image
Below is what it looks like after getting upscaled to 640x480 (4x) using Video2X.
Catfru 4x upscaled GIFImage Upscaling
Image upscaling example
Original image from nananicu@twitter, edited by K4YT3X.All Demo Videos
Below is a list of all the demo videos available.The list is sorted from new to old.
*Bad Apple!!
*YouTube: https://youtu.be/A81rW_FI3cw
*Bilibili: https://www.bilibili.com/video/BV16K411K7ue
*The Pet Girl of Sakurasou 240P to 1080P 60FPS
*Original name: さくら荘のペットな彼女
*YouTube: https://youtu.be/M0vDI1HH2_Y
*Bilibili: https://www.bilibili.com/video/BV14k4y167KP/
*Spirited Away (360P to 4K)
*Original name: 千と千尋の神隠し
*YouTube: https://youtu.be/mGEfasQl2Zo
*Bilibili: https://www.bilibili.com/video/BV1V5411471i/ScreenshotsVideo2X GUI
Video2X GUI ScreenshotVideo2X CLIAi Video Upscaling Software Free
Video2X CLI ScreenshotSample Videos
If you can’t find a video clip to begin with, or if you want to see a before-after comparison, we have prepared some sample clips for you. The quick start guide down below will also be based on the name of the sample clips.
Sample Upscale Videos
Clip is from anime “さくら荘のペットな彼女”. Copyright belongs to “株式会社アニプレックス (Aniplex Inc.)”. Will delete immediately if use of clip is in violation of copyright.Quick StartPrerequisites
Before running Video2X, you’ll need to ensure you have installed the drivers’ external dependencies such as GPU drivers.
*waifu2x-caffe
*GPU mode: Nvidia graphics card driver
*cuDNN mode: Nvidia CUDA and cuDNN
*Other Drivers
*GPU driver if you want to use GPU for processingRunning Video2X (GUI)
The easiest way to run Video2X is to use the full build. Extract the full release zip file and you’ll get these files.
Video2X release files
Simply double click on video2x_gui.exe to launch the GUI.
Video2X GUI main tab
Then, drag the videos you wish to upscale into the window and select the appropriate output path.
Drag and drop file into Video2X GUI
Tweak the settings if you want to, then hit the start button at the bottom and the upscale will start. Now you’ll just have to wait for it to complete.
Video2X started processing input filesRunning Video2X (CLI)Basic Upscale Example
This example command below uses waifu2x-caffe to enlarge the video sample-input.mp4 two double its original size.Advanced Upscale Example
If you would like to tweak engine-specific settings, either specify the corresponding argument after --, or edit the corresponding field in the configuration file video2x.yaml. Command line arguments will overwrite default values in the config file.
This example below adds enables TTA for waifu2x-caffe.
To see a help page for driver-specific settings, use -d to select the driver and append -- --help as demonstrated below. This will print all driver-specific settings and descriptions.Running Video2X (Docker)
Video2X can be deployed via Docker. The following command upscales the video sample_input.mp4 two times with Waifu2X NCNN Vulkan and outputs the upscaled video to sample_output.mp4. For more details on Video2X Docker image usages, please refer to the documentations.DocumentationsVideo2X Wiki
You can find all detailed user-facing and developer-facing documentations in the Video2X Wiki. It covers everything from step-by-step instructions for beginners, to the code structure of this program for advanced users and developers. If this README page doesn’t answer all your questions, the wiki page is where you should head to.Step-By-Step Tutorial
For those who want a detailed walk-through of how to use Video2X, you can head to the Step-By-Step Tutorial wiki page. It includes almost every step you need to perform in order to enlarge your first video.Run From Source Code
This wiki page contains all instructions for how you can run Video2X directly from Python source code.Drivers
Go to the Drivers wiki page if you want to see a detailed description on the different types of drivers implemented by Video2X. This wiki page contains detailed difference between different drivers, and how to download and set each of them up for Video2X.Q&A
If you have any questions, first try visiting our Q&A page to see if your question is answered there. If not, open an issue and we will respond to your questions ASAP. Alternatively, you can also join our Telegram discussion group and ask your questions there.History
Are you interested in how the idea of Video2X was born? Do you want to know the stories and histories behind Video2X’s development? Come into this page.License
Licensed under the GNU General Public License Version 3 (GNU GPL v3)https://www.gnu.org/licenses/gpl-3.0.txt
(C) 2018-2021 K4YT3XCredits
This project relies on the following software and projects.Special Thanks
Appreciations given to the following personnel who have contributed significantly to the project (specifically the technical perspective).Related Projects
*Dandere2x: A lossy video upscaler also built around waifu2x, but with video compression techniques to shorten the time needed to process a video.
*Waifu2x-Extension-GUI: A similar project that focuses more and only on building a better graphical user interface. It is built using C++ and Qt5, and currently only supports the Windows platform.Recent Posts
Table of Contents
Part 1. What is AI Upscaling?
Part 1. What Do You Need To Undertake AI Upscaling?
Part 1. Top 3 AI Upscaling Solution for video up to 4K
Part 1. Top 3 AI upscaling for image up to 40X
Part 1. The Closing Thoughts
AI or Artificial Intelligence was so far seemingly did not influence on our day to day life. But, that isn’t the case anymore. The concept of AI has now been one of the prime influencers in the image and video editing as well. The growth of AI-based image and video enhancers has been quite interesting in its own right. Let us check out how you can find an enhanced experience with AI-based enhancers and how efficient they have been in improving video and image editing capabilities.What is AI Upscaling?
The AI Upscaling is a technology that improves the traditional upscaling by many counts. In a sharp contrast to the conventional level of upscaling, the AI upscaling introduces a far better degree of performance.
The traditional upscaling takes a low-resolution image or video and improves the video quality by changing a few parameters and enhance the video. The AI upscaling takes a unique approach to improve the quality or image. It takes the low-resolution file – whether video or image and then makes use of machine learning to predict a high-resolution image or video. This is then downscaled to look like the original image/video, but at a better quality.
AI upscaling involves the use of neural network models used for training the software for the purpose of machine learning. When compared to the traditional upscaling, the AI upscaling produces an incredible sharpness and improved details.What Do You Need To Undertake AI Upscaling?
The choices and preferences should be quite obvious. It would depend on whether you want to upscale image or video. For an image, you would need to have access to an AI photo enhancer. A video file should need an AI video enhancer.
A powerful AI photo enhancer or an AI Video enhancer can work wonders if it gets access to a great degree of CPU processing capability. Make sure you have picked a tool that uses smart colour corrections and high-end technologies such as hardware acceleration and a better conversion efficiency.
Basically, you would need the following if you want to undertake AI upscaling –
*
An AI photo enhancer – for photos
*
An AI Video enhancer – for videos
*
Capability to upscale images through enlargement, denoising and removing blurs
*
Ability to make use of hardware acceleration
*
Capacity to an enhanced CPU processing.Ai Video Upscaling Software
One of the excellent options in enhancing a video or image can be through the use of Photoshop. However, it may be noticed that with the high degree of techniques used by these tools may introduce a loss quality. In fact, the use of the technology lets you remove blur, noise and other issues, but the loss in the quality of the image can prove to be a huge disturbance.
That is exactly an area that improves the performance of your images and videos. AI upscaling is the name of the game and an AI image and video enhancer would introduce a great degree of professionalismTop 3 AI Upscaling Solution for video up to 4K
Coming to videos, how to enhance video quality? There are several options you can utilise for AI video upscaling to the best possible extent. However, picking the right tool can be a chore in itself, and that is an area we would attempt to assist you in finding the best AI upscaling. Let us check out a few good video enhancement software options.Rawshots – An efficient video quality enhancer online
We could not find a dedicated AI video enhancer that can work with the videos per se. But, Rawshorts has been one of the best options that can simplify your experience in making your videos look better with a different technology.
Rawshots makes use of a fair degree of AI to enhance your videos. One of the best features offered by the tool lies in the fact that it can scan the video scripts and create an AI-enabled video. An instant video creation tool from your text, it can be something you would find rather impressive.
A good customisation and sharing option will further enhance your experience. It also provides you access to a wide range of creative commons videos, photos, icons and animations that can be embedded into your videos.DVDFab Enlarger AI - A Complete AI solution for AI video upscaling
The DVDFab Enlarger AI makes use of the super-resolution technology and has been touted to be the world’s first complete AI video upscaler that has deep learning capabilities. The enhancer can upscale your videos from 480p to 1080p and from 1080p to 4K. That is what we would call the perfect video quality enhancer.
The video quality is increased by enlarging the video by enhancing the images by 300 per cent through the best AI video upscaling.
Some of the advantages offered by the software can include –
*
Improved details on the video image – The tool makes use of the intensive and complex computing. The smart colour correction algorithm brings the images in the video to a real-life scenario. It provides you with a better degree of saturation, brightness and contrast controls.
*
Works with a wide range of tools – The video enhancer works with a wide range of DVDFab range of tools that include DVD Ripper, Blu-ray Ripper, Video Converter and DVD to Blu-ray Converter. Seamless integration with the tools makes it a great choice.
*
Multiple output quality options – DVDFab Enlarger AI provides four different output quality options you can pick. Choose among Premium Quality, Ultra Quality, Deblock and Ultra+Deblock.
*
Advanced technologies – The tool uses a wide range of technologies such as TensorFlow framework, GPU acceleration technologies of the latest AMD Graphics Cards and CUDA/cuDNN capable NVIDIA Graphics Cards thereby improving the conversion rate and quality.
You just need to check the Enhancer AI option to improve the quality in any of the DVDFab modes.
Check the resolution without Enlarger AI in the following image –
After Enlarger AI is enabled, the video resolution and quality is improved –
The DVDFab Enlarger AI makes a perfect use of the AI Engine to study and analyse the pixels in the images within the video through the use of the neural networks. The voids are then filled with millions of identical pixels. This would ultimately result in improving the individual image quality throughout the entire video. That is exactly how the tool enhances the video by up to 300 per cent. We would indeed rate it as a perfect video quality enhancer.Topaz Gigapixel AI – The perfect Topaz video enhance AI solution
This is one of the good options for the better degree of enhancement of your videos with AI upscaling. Available on both Windows and Mac, it provides you access to a great video clarity, but does not need a high system configuration. The video upscaling works perfect only if you are using the tool for personal use. That should be something you would find to be an annoying factor.
Features
*
An improved face refinement technology
*
Enhances the sharpness
*
Perfect use of machine learning and neural networks.
May not be a good option for low-resolution videos though. Comes with watermarks on the free plan.Top 3 AI upscaling for image up to 40X
Like videos, connoisseurs of media look for an equally powerful crystal clear rendering of the images and photos as well. The AI photo enhancers can be what would help you achieve the best standards in image upscaling.Smart Upscaler – Best online AI image upscaler
If you do not want to download any standalone software, the Smart Upscaler from Icons8 should be an excellent option ever with a true AI upscaling. It can be a perfect option to upscale and enlarge small images and improve their quality rather drastically. It has achieved the status of the best AI image enhancer online.
Smart Upscaler is one of the excellent and best AI image upscaler tools for an integrated sharpening, noise reduction and other upscaling technologies ever. The upscaling is achieved through the use of the advanced and automated process, aiming it one the prime options for the best AI image enhancement software option ever.
Need for speed most wanted full game download free. Features Game maker 2.
*
Per image pricing. You need not go for a subscription model.
*
Maximum image size supported is 3000 x 3000 pixels.
*
Drag and drop functionality
*
Secure level of processing with an enhanced AI image enhancement
It can also be the right option for the free AI image enhancement with three images permitted for free.DVD Photo Enhancer AI – A complete solution of AI Photo Enhancer
The DVDFab Photo Enhancer AI is the ultimate solution to help you make your photos look better. The AI image upscaler tool uses
https://diarynote-jp.indered.space
Official Discussion Group (Telegram): https://t.me/video2x
What is video upscaling software? In a very real sense, video upscaling processor or video upscaling software is designed to upscale video resolution for a better view on high-res display or devices. Actually, there are countless video upscaling software on the market boasting the ability to upscale or enhance video quality as desired.
A Discord server is also available. Please note that most developers are only on Telegram. If you join the Discord server, the developers might not be able to see your questions and help you. It is mostly for user-user interactions and those who do not want to use Telegram.
*Video upscaler Upscale videos by increasing both the resolution and quality up to 4x the size and up to 4K UHD (2160P). For example, convert your low-definition (270p) video to FHD (1080P).
*If you are looking for a professional video enhancer, then you shouldn’t miss Aiseesoft Video Enhancer, the best video upscaling software ever. It allows you to improve video quality and brings you vivid image effect. Besides increasing video resolution, it also can help you fix the blurry problem caused by camera shake.
*Upscaling is done by smart TV and some media players, as well as the video enhancement software. Best AI Video Enhancers that Upscale Videos from HD to 4K. With the AI Video Enhancement software, you can upscale the HD (1080p or 720p) videos to 4K, and up to 8K resolution. In the process of upscaling, the low-resolution image will be enlarged.Download Stable/Beta Builds (Windows)
*Full: full package comes pre-configured with all dependencies like FFmpeg and waifu2x-caffe.
*Light: ligt package comes with only Video2X binaries and a template configuration file. The user will either have to run the setup script or install and configure dependencies themselves.
Go to the Quick Start section for usages.Download From Mirror
In case you’re unable to download the releases directly from GitHub, you can try downloading from the mirror site hosted by the author. Only releases will be updated in this directory, not nightly builds.Download Nightly Builds (Windows)
You need to be logged into GitHub to be able to download GitHub Actions artifacts.
Nightly builds are built automatically every time a new commit is pushed to the master branch. The lates nightly build is always up-to-date with the latest version of the code, but is less stable and may contain bugs. Nightly builds are handled by GitHub’s integrated CI/CD tool, GitHub Actions.
To download the latest nightly build, go to the GitHub Actions tab, enter the last run of workflow “Video2X Nightly Build, and download the artifacts generated from the run.Docker Image
Video2X Docker images are available on Docker Hub for easy and rapid Video2X deployment on Linux and macOS. If you already have Docker installed, then only one command is needed to start upscaling a video. For more information on how to use Video2X’s Docker image, please refer to the documentations.Google Colab
You can use Video2X on Google Colab for free. Colab allows you too use a GPU on Google’s Servers (Tesla K80, T4, P4, P100). Please bare in mind that Colab can only be provided for free if all users know that they shouldn’t abuse it. A single free-tier tier session can last up to 12 hours. Please do not abuse the platform by creating sessions back-to-back and running upscaling 24/7. This might result in you getting banned.
Here is an example Notebook written by @Felixkruemel: Video2X_on_Colab.ipynb. This file can be used in combination of the following modified configuration file: @Felixkruemel’s Video2X configuration for Google Colab.Introduction
Video2X is a video/GIF/image upscaling software based on Waifu2X, Anime4K, SRMD and RealSR 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
*RealSR NCNN Vulkan: NCNN implementation of RealSR based on Vulkan API
*Anime4KCPP: CPP implementation of Anime4KVideo Upscaling
Upscale Comparison Demonstration
You can watch the whole demo video on YouTube: https://youtu.be/mGEfasQl2Zo
Clip is from trailer of animated movie “千と千尋の神隠し”. Copyright belongs to “株式会社スタジオジブリ (STUDIO GHIBLI INC.)”. Will delete immediately if use of clip is in violation of copyright.GIF Upscaling
This original input GIF is 160x120 in size. This image is downsized and accelerated to 20 FPS from its original image.
Catfru original 160x120 GIF image
Below is what it looks like after getting upscaled to 640x480 (4x) using Video2X.
Catfru 4x upscaled GIFImage Upscaling
Image upscaling example
Original image from nananicu@twitter, edited by K4YT3X.All Demo Videos
Below is a list of all the demo videos available.The list is sorted from new to old.
*Bad Apple!!
*YouTube: https://youtu.be/A81rW_FI3cw
*Bilibili: https://www.bilibili.com/video/BV16K411K7ue
*The Pet Girl of Sakurasou 240P to 1080P 60FPS
*Original name: さくら荘のペットな彼女
*YouTube: https://youtu.be/M0vDI1HH2_Y
*Bilibili: https://www.bilibili.com/video/BV14k4y167KP/
*Spirited Away (360P to 4K)
*Original name: 千と千尋の神隠し
*YouTube: https://youtu.be/mGEfasQl2Zo
*Bilibili: https://www.bilibili.com/video/BV1V5411471i/ScreenshotsVideo2X GUI
Video2X GUI ScreenshotVideo2X CLIAi Video Upscaling Software Free
Video2X CLI ScreenshotSample Videos
If you can’t find a video clip to begin with, or if you want to see a before-after comparison, we have prepared some sample clips for you. The quick start guide down below will also be based on the name of the sample clips.
Sample Upscale Videos
Clip is from anime “さくら荘のペットな彼女”. Copyright belongs to “株式会社アニプレックス (Aniplex Inc.)”. Will delete immediately if use of clip is in violation of copyright.Quick StartPrerequisites
Before running Video2X, you’ll need to ensure you have installed the drivers’ external dependencies such as GPU drivers.
*waifu2x-caffe
*GPU mode: Nvidia graphics card driver
*cuDNN mode: Nvidia CUDA and cuDNN
*Other Drivers
*GPU driver if you want to use GPU for processingRunning Video2X (GUI)
The easiest way to run Video2X is to use the full build. Extract the full release zip file and you’ll get these files.
Video2X release files
Simply double click on video2x_gui.exe to launch the GUI.
Video2X GUI main tab
Then, drag the videos you wish to upscale into the window and select the appropriate output path.
Drag and drop file into Video2X GUI
Tweak the settings if you want to, then hit the start button at the bottom and the upscale will start. Now you’ll just have to wait for it to complete.
Video2X started processing input filesRunning Video2X (CLI)Basic Upscale Example
This example command below uses waifu2x-caffe to enlarge the video sample-input.mp4 two double its original size.Advanced Upscale Example
If you would like to tweak engine-specific settings, either specify the corresponding argument after --, or edit the corresponding field in the configuration file video2x.yaml. Command line arguments will overwrite default values in the config file.
This example below adds enables TTA for waifu2x-caffe.
To see a help page for driver-specific settings, use -d to select the driver and append -- --help as demonstrated below. This will print all driver-specific settings and descriptions.Running Video2X (Docker)
Video2X can be deployed via Docker. The following command upscales the video sample_input.mp4 two times with Waifu2X NCNN Vulkan and outputs the upscaled video to sample_output.mp4. For more details on Video2X Docker image usages, please refer to the documentations.DocumentationsVideo2X Wiki
You can find all detailed user-facing and developer-facing documentations in the Video2X Wiki. It covers everything from step-by-step instructions for beginners, to the code structure of this program for advanced users and developers. If this README page doesn’t answer all your questions, the wiki page is where you should head to.Step-By-Step Tutorial
For those who want a detailed walk-through of how to use Video2X, you can head to the Step-By-Step Tutorial wiki page. It includes almost every step you need to perform in order to enlarge your first video.Run From Source Code
This wiki page contains all instructions for how you can run Video2X directly from Python source code.Drivers
Go to the Drivers wiki page if you want to see a detailed description on the different types of drivers implemented by Video2X. This wiki page contains detailed difference between different drivers, and how to download and set each of them up for Video2X.Q&A
If you have any questions, first try visiting our Q&A page to see if your question is answered there. If not, open an issue and we will respond to your questions ASAP. Alternatively, you can also join our Telegram discussion group and ask your questions there.History
Are you interested in how the idea of Video2X was born? Do you want to know the stories and histories behind Video2X’s development? Come into this page.License
Licensed under the GNU General Public License Version 3 (GNU GPL v3)https://www.gnu.org/licenses/gpl-3.0.txt
(C) 2018-2021 K4YT3XCredits
This project relies on the following software and projects.Special Thanks
Appreciations given to the following personnel who have contributed significantly to the project (specifically the technical perspective).Related Projects
*Dandere2x: A lossy video upscaler also built around waifu2x, but with video compression techniques to shorten the time needed to process a video.
*Waifu2x-Extension-GUI: A similar project that focuses more and only on building a better graphical user interface. It is built using C++ and Qt5, and currently only supports the Windows platform.Recent Posts
Table of Contents
Part 1. What is AI Upscaling?
Part 1. What Do You Need To Undertake AI Upscaling?
Part 1. Top 3 AI Upscaling Solution for video up to 4K
Part 1. Top 3 AI upscaling for image up to 40X
Part 1. The Closing Thoughts
AI or Artificial Intelligence was so far seemingly did not influence on our day to day life. But, that isn’t the case anymore. The concept of AI has now been one of the prime influencers in the image and video editing as well. The growth of AI-based image and video enhancers has been quite interesting in its own right. Let us check out how you can find an enhanced experience with AI-based enhancers and how efficient they have been in improving video and image editing capabilities.What is AI Upscaling?
The AI Upscaling is a technology that improves the traditional upscaling by many counts. In a sharp contrast to the conventional level of upscaling, the AI upscaling introduces a far better degree of performance.
The traditional upscaling takes a low-resolution image or video and improves the video quality by changing a few parameters and enhance the video. The AI upscaling takes a unique approach to improve the quality or image. It takes the low-resolution file – whether video or image and then makes use of machine learning to predict a high-resolution image or video. This is then downscaled to look like the original image/video, but at a better quality.
AI upscaling involves the use of neural network models used for training the software for the purpose of machine learning. When compared to the traditional upscaling, the AI upscaling produces an incredible sharpness and improved details.What Do You Need To Undertake AI Upscaling?
The choices and preferences should be quite obvious. It would depend on whether you want to upscale image or video. For an image, you would need to have access to an AI photo enhancer. A video file should need an AI video enhancer.
A powerful AI photo enhancer or an AI Video enhancer can work wonders if it gets access to a great degree of CPU processing capability. Make sure you have picked a tool that uses smart colour corrections and high-end technologies such as hardware acceleration and a better conversion efficiency.
Basically, you would need the following if you want to undertake AI upscaling –
*
An AI photo enhancer – for photos
*
An AI Video enhancer – for videos
*
Capability to upscale images through enlargement, denoising and removing blurs
*
Ability to make use of hardware acceleration
*
Capacity to an enhanced CPU processing.Ai Video Upscaling Software
One of the excellent options in enhancing a video or image can be through the use of Photoshop. However, it may be noticed that with the high degree of techniques used by these tools may introduce a loss quality. In fact, the use of the technology lets you remove blur, noise and other issues, but the loss in the quality of the image can prove to be a huge disturbance.
That is exactly an area that improves the performance of your images and videos. AI upscaling is the name of the game and an AI image and video enhancer would introduce a great degree of professionalismTop 3 AI Upscaling Solution for video up to 4K
Coming to videos, how to enhance video quality? There are several options you can utilise for AI video upscaling to the best possible extent. However, picking the right tool can be a chore in itself, and that is an area we would attempt to assist you in finding the best AI upscaling. Let us check out a few good video enhancement software options.Rawshots – An efficient video quality enhancer online
We could not find a dedicated AI video enhancer that can work with the videos per se. But, Rawshorts has been one of the best options that can simplify your experience in making your videos look better with a different technology.
Rawshots makes use of a fair degree of AI to enhance your videos. One of the best features offered by the tool lies in the fact that it can scan the video scripts and create an AI-enabled video. An instant video creation tool from your text, it can be something you would find rather impressive.
A good customisation and sharing option will further enhance your experience. It also provides you access to a wide range of creative commons videos, photos, icons and animations that can be embedded into your videos.DVDFab Enlarger AI - A Complete AI solution for AI video upscaling
The DVDFab Enlarger AI makes use of the super-resolution technology and has been touted to be the world’s first complete AI video upscaler that has deep learning capabilities. The enhancer can upscale your videos from 480p to 1080p and from 1080p to 4K. That is what we would call the perfect video quality enhancer.
The video quality is increased by enlarging the video by enhancing the images by 300 per cent through the best AI video upscaling.
Some of the advantages offered by the software can include –
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Improved details on the video image – The tool makes use of the intensive and complex computing. The smart colour correction algorithm brings the images in the video to a real-life scenario. It provides you with a better degree of saturation, brightness and contrast controls.
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Works with a wide range of tools – The video enhancer works with a wide range of DVDFab range of tools that include DVD Ripper, Blu-ray Ripper, Video Converter and DVD to Blu-ray Converter. Seamless integration with the tools makes it a great choice.
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Multiple output quality options – DVDFab Enlarger AI provides four different output quality options you can pick. Choose among Premium Quality, Ultra Quality, Deblock and Ultra+Deblock.
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Advanced technologies – The tool uses a wide range of technologies such as TensorFlow framework, GPU acceleration technologies of the latest AMD Graphics Cards and CUDA/cuDNN capable NVIDIA Graphics Cards thereby improving the conversion rate and quality.
You just need to check the Enhancer AI option to improve the quality in any of the DVDFab modes.
Check the resolution without Enlarger AI in the following image –
After Enlarger AI is enabled, the video resolution and quality is improved –
The DVDFab Enlarger AI makes a perfect use of the AI Engine to study and analyse the pixels in the images within the video through the use of the neural networks. The voids are then filled with millions of identical pixels. This would ultimately result in improving the individual image quality throughout the entire video. That is exactly how the tool enhances the video by up to 300 per cent. We would indeed rate it as a perfect video quality enhancer.Topaz Gigapixel AI – The perfect Topaz video enhance AI solution
This is one of the good options for the better degree of enhancement of your videos with AI upscaling. Available on both Windows and Mac, it provides you access to a great video clarity, but does not need a high system configuration. The video upscaling works perfect only if you are using the tool for personal use. That should be something you would find to be an annoying factor.
Features
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An improved face refinement technology
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Enhances the sharpness
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Perfect use of machine learning and neural networks.
May not be a good option for low-resolution videos though. Comes with watermarks on the free plan.Top 3 AI upscaling for image up to 40X
Like videos, connoisseurs of media look for an equally powerful crystal clear rendering of the images and photos as well. The AI photo enhancers can be what would help you achieve the best standards in image upscaling.Smart Upscaler – Best online AI image upscaler
If you do not want to download any standalone software, the Smart Upscaler from Icons8 should be an excellent option ever with a true AI upscaling. It can be a perfect option to upscale and enlarge small images and improve their quality rather drastically. It has achieved the status of the best AI image enhancer online.
Smart Upscaler is one of the excellent and best AI image upscaler tools for an integrated sharpening, noise reduction and other upscaling technologies ever. The upscaling is achieved through the use of the advanced and automated process, aiming it one the prime options for the best AI image enhancement software option ever.
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Per image pricing. You need not go for a subscription model.
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Maximum image size supported is 3000 x 3000 pixels.
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Drag and drop functionality
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Secure level of processing with an enhanced AI image enhancement
It can also be the right option for the free AI image enhancement with three images permitted for free.DVD Photo Enhancer AI – A complete solution of AI Photo Enhancer
The DVDFab Photo Enhancer AI is the ultimate solution to help you make your photos look better. The AI image upscaler tool uses
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