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https://github.com/leducthanhig/enhancing-tool-v2

Video Frame Interpolation and Super Resolution using Tencent's NCNN inference
https://github.com/leducthanhig/enhancing-tool-v2

ffmpeg ifrnet ncnn qdarkstyle qt6 qtcreator realcugan realesrgan rife-ncnn-vulkan vulkan

Last synced: 5 days ago
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Video Frame Interpolation and Super Resolution using Tencent's NCNN inference

Host: GitHub
URL: https://github.com/leducthanhig/enhancing-tool-v2
Owner: leducthanhig
License: mit
Created: 2024-03-09T13:46:59.000Z (10 months ago)
Default Branch: main
Last Pushed: 2024-03-26T16:48:49.000Z (10 months ago)
Last Synced: 2024-11-08T19:26:06.557Z (about 2 months ago)
Topics: ffmpeg, ifrnet, ncnn, qdarkstyle, qt6, qtcreator, realcugan, realesrgan, rife-ncnn-vulkan, vulkan
Language: C++
Homepage:
Size: 106 MB
Stars: 1
Watchers: 1
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- Changelog: Change Log.txt
- License: LICENSE

Awesome Lists containing this project

README

        


  

  
 EnhancingToolV2: Video Frame Interpolation and Super Resolution 

  

# ℹ️ About EnhancingToolV2

EnhancingToolV2 is a state-of-the-art GUI application that utilizes advanced AI and NCNN inference by Tencent which is lightweight and runs on NVIDIA, AMD for video frame interpolation and image/video upscaling. It's designed with the Qt framework to provide a seamless user experience, offering intuitive controls for professional-quality enhancements.







## ✨ Key Features

- Full image style support (2D anime, or your daily photos & videos)

- Provides recommended presets for specific purposes

- Allows adjusting the tile size and the number of threads freely

- Adjusts the settings automatically to handle errors that occur during the upscaling or interpolating process

- Allows resizing to a specific resolution after upscaling

- Detects additional ESRGAN models automatically

- Easy-to-use graphical user interface

- Receives continual maintenance and updates

## 📦 Built-in Models

### Upscaling

>**realesr-animevideov3** - powered by [Xintao](https://github.com/xinntao)

>**realesrgan-x4plus** - powered by [Xintao](https://github.com/xinntao)

>**realesrgan-x4plus-anime** - powered by [Xintao](https://github.com/xinntao)

>**realesr-general-x4v3** - powered by [Xintao](https://github.com/xinntao)

>**realesr-general-wdn-x4v3** - powered by [Xintao](https://github.com/xinntao)

>**realesrnet-x4plus** - powered by [Xintao](https://github.com/xinntao)

>**AnimeJaNai-HD-V3-SuperUltraCompact** - powered by [the-database](https://github.com/the-database)

>**AniScale** - powered by [Sirosky](https://github.com/Sirosky)

>**AniScale2S-Compact** - powered by [Sirosky](https://github.com/Sirosky)

>**DF2K_JPEG** - powered by [jixiaozhong](https://openmodeldb.info/users/jixiaozhong)

>**Fatal-Anime** - powered by [Twittman](https://openmodeldb.info/users/twittman)

>**KcjpunkAnime-2-Lite** - powered by [KCJPUNK](https://openmodeldb.info/users/kcjpunk)

>**LD-Anime-Compact** - powered by [Skr](https://openmodeldb.info/users/skr) and [Zarxrax](https://openmodeldb.info/users/zarxrax)

>**NMKD-UltraYandere** - powered by [Nmkd](https://openmodeldb.info/users/nmkd)

>**NMKD-Yandere2** - powered by [Nmkd](https://openmodeldb.info/users/nmkd)

>**NMKD-YandereNeo** - powered by [Nmkd](https://openmodeldb.info/users/nmkd)

>**NMKD-YandereNeoXL** - powered by [Nmkd](https://openmodeldb.info/users/nmkd)

### Interpolation

>**RIFE-ncnn-Vulkan** - powered by [nihui](https://github.com/nihui)

>**IFRNet-ncnn-Vulkan** - powered by [nihui](https://github.com/nihui)

## 🆚 Upscaling Model Comparison







## ✅ Upscaling Samples

### AI Generated Image (1) upscaled by 4x-DF2K_JPEG

See [original](src/AI%20Generated%20Image%20(1)%20-%20Original.jpg) and [upscaled](src/AI%20Generated%20Image%20(1)%20-%204x-DF2K_JPEG.png) images







### AI Generated Image (2) upscaled by 4x-DF2K_JPEG

See [original](src/AI%20Generated%20Image%20(2)%20-%20Original.jpg) and [upscaled](src/AI%20Generated%20Image%20(2)%20-%204x-DF2K_JPEG.png) images







### Animated Art upscaled by 4x-NMKD-UltraYandere

See [original](src/Animated%20Art%20-%20Original.jpg) and [upscaled](src/Animated%20Art%20-%204x-NMKD-UltraYandere.png) images







### LR Animated Frame upscaled by 2x-AniScale2S-Compact

See [original](src/LR%20Animated%20Frame%20-%20Original.jpg) and [upscaled](src/LR%20Animated%20Frame%20-%202x-AniScale2S-Compact.png) images







### Noise Animated Frame upscaled by 2x-AniScale2S-Compact

See [original](src/Noise%20Animated%20Frame%20-%20Original.jpg) and [upscaled](src/Noise%20Animated%20Frame%20-%202x-AniScale2S-Compact.png) images







### Realistic Photo upscaled by 4x-DF2K_JPEG

See [original](src/Realistic%20Photo%20-%20Original.jpg) and [upscaled](src/Realistic%20Photo%20-%204x-DF2K_JPEG.png) images







## ✅ Interpolation Samples

- Model using: rife-v4.6

- Input: 23.98 fps

- Output: 60 fps

### Sample 1

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/c55735a8-1325-4bae-bd64-e075c81de2e3

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/d6852c2b-65db-4017-b1fe-1f1cf8aa4fcd

### Sample 2

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/f443c52d-10ca-4bf8-b18d-a590ae426dd9

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/048d45a4-548d-41e2-bc74-05c7b5aa72f3

### Sample 3

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/8a982d04-49c3-4677-ae59-88de07d9ed26

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/e83b46cd-8f37-401f-99a7-324f0cbeef45

### Sample 4

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/f8c9fa43-ca63-41a4-ae66-3f43c3ec55d0

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/191eb1d0-1ba8-4de6-a34d-258659a04fa0

### Sample 5

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/04cfb897-3b16-47e4-9e2d-31e51b82f4c1

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/a541819a-8b67-4293-b070-4f6dd8fcaec1

### Sample 6

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/21408b9e-4903-4c88-9830-8ed32297d72d

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/0ae28071-94a6-4029-9a76-5f70681303e8

### Sample 7

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/94ea3647-578c-4e45-b44b-7a5c0bf6c0f9

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/eeb4521a-724e-4232-b07f-b5762c2c805e

### Sample 8

**Original**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/d558d3e5-3d0f-435a-a225-37ea0bd240c4

**Result**

https://github.com/leducthanhig/enhancing-tool-v2/assets/162028415/12c9ab4b-037e-443d-a531-0e87869a8a44

# ⬇️ Download Latest Release

Download the latest release for Windows x64 PCs with Intel/AMD/Nvidia GPUs with Vulkan support [here](https://github.com/leducthanhig/enhancing-tool-v2/releases/download/v2.5/EnhancingToolV2.Setup.msi)

📃 [See full change log](Change%20Log.txt)

# 💝 Credits

- [Qt](https://www.qt.io)

- [FFmpeg](https://ffmpeg.org)

- [Real-ESRGAN-ncnn-Vulkan](https://github.com/xinntao/Real-ESRGAN-ncnn-vulkan)

- [Real-CUGAN-ncnn-Vulkan](https://github.com/nihui/realcugan-ncnn-vulkan)

- [RIFE-ncnn-Vulkan](https://github.com/nihui/rife-ncnn-vulkan)

- [IFRNet-ncnn-Vulkan](https://github.com/nihui/ifrnet-ncnn-vulkan)

- [OpenModelDB](https://openmodeldb.info)

- [QDarkStyleSheet](https://github.com/ColinDuquesnoy/QDarkStyleSheet)