leducthanhig/enhancing-tool-v2

Video Frame Interpolation and Super Resolution using Tencent's NCNN inference

C++MIT

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

realesrgan-x4plus - powered by Xintao

realesrgan-x4plus-anime - powered by Xintao

realesr-general-x4v3 - powered by Xintao

realesr-general-wdn-x4v3 - powered by Xintao

realesrnet-x4plus - powered by Xintao

AnimeJaNai-HD-V3-SuperUltraCompact - powered by the-database

AniScale - powered by Sirosky

AniScale2S-Compact - powered by Sirosky

DF2K_JPEG - powered by jixiaozhong

Fatal-Anime - powered by Twittman

KcjpunkAnime-2-Lite - powered by KCJPUNK

LD-Anime-Compact - powered by Skr and Zarxrax

NMKD-UltraYandere - powered by Nmkd

NMKD-Yandere2 - powered by Nmkd

NMKD-YandereNeo - powered by Nmkd

NMKD-YandereNeoXL - powered by Nmkd

Interpolation

RIFE-ncnn-Vulkan - powered by nihui

IFRNet-ncnn-Vulkan - powered by nihui

🆚 Upscaling Model Comparison

✅ Upscaling Samples

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

See original and upscaled images

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

See original and upscaled images

Animated Art upscaled by 4x-NMKD-UltraYandere

See original and upscaled images

LR Animated Frame upscaled by 2x-AniScale2S-Compact

See original and upscaled images

Noise Animated Frame upscaled by 2x-AniScale2S-Compact

See original and upscaled images

Realistic Photo upscaled by 4x-DF2K_JPEG

See original and upscaled images

✅ Interpolation Samples

Model using: rife-v4.6
Input: 23.98 fps
Output: 60 fps

Sample 1

Original

Int-original.1.mp4

Result

Int-result.1.mp4

Sample 2

Original

Int-original.2.mp4

Result

Int-result.2.mp4

Sample 3

Original

Int-original.3.mp4

Result

Int-result.3.mp4

Sample 4

Original

Int-original.4.mp4

Result

Int-result.4.mp4

Sample 5

Original

Int-original.5.mp4

Result

Int-result.5.mp4

Sample 6

Original

Int-original.6.mp4

Result

Int-result.6.mp4

Sample 7

Original

Int-original.7.mp4

Result

Int-result.7.mp4

Sample 8

Original

Int-original.8.mp4

Result

Int-result.8.mp4

⬇️ Download Latest Release

Download the latest release for Windows x64 PCs with Intel/AMD/Nvidia GPUs with Vulkan support here

📃 See full change log

💝 Credits