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https://github.com/vaida12345/waifuextension
The waifu2x & Other image-enlargers on Mac
https://github.com/vaida12345/waifuextension
frame-interpolation image-enlarger mac macos noise-reduction realsr-ncnn-vulkan swift swiftui video-enlarger waifu2x waifu2x-caffe
Last synced: about 5 hours ago
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The waifu2x & Other image-enlargers on Mac
- Host: GitHub
- URL: https://github.com/vaida12345/waifuextension
- Owner: Vaida12345
- License: gpl-2.0
- Created: 2021-11-29T05:49:02.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-06-08T17:10:35.000Z (over 1 year ago)
- Last Synced: 2024-10-30T18:42:43.571Z (16 days ago)
- Topics: frame-interpolation, image-enlarger, mac, macos, noise-reduction, realsr-ncnn-vulkan, swift, swiftui, video-enlarger, waifu2x, waifu2x-caffe
- Language: Swift
- Homepage:
- Size: 289 MB
- Stars: 442
- Watchers: 6
- Forks: 15
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# waifuExtension
The waifu2x on Mac.
The new version is capable of taking advantages of CPU, GPU, and [ANE](https://github.com/hollance/neural-engine).
## Usage
- Enlarge videos or images with machine learning on Mac.
- Interpolate frames for videos.
## Install
Files and source code could be found in [releases](https://github.com/Vaida12345/waifuExtension/releases).
Note: If mac says the app was damaged / unknown developer, please go to Finder, right click on the App, and choose open.
## Privacy
This app works completely offline and requires no internet connection. Nothing is collected or stored, expect for:
- Your settings stored in its [containter](https://developer.apple.com/documentation/foundation/1413045-nshomedirectory/).
- Temp images during processing in its [containter](https://developer.apple.com/documentation/foundation/1413045-nshomedirectory/), the existance would only last for three lines of code, after which it is deleted.
If the app crashes, please choose not to share crash log with Apple.
## Models
The waifu2x models where obtained from [waifu2x-caffe](https://github.com/lltcggie/waifu2x-caffe), and translated to coreML via [coremltools](https://github.com/apple/coremltools).
Other models are:
- [dain-ncnn-vulkan](https://github.com/nihui/dain-ncnn-vulkan)
- [realsr-ncnn-vulkan](https://github.com/nihui/realsr-ncnn-vulkan)
- [cain-ncnn-vulkan](https://github.com/nihui/cain-ncnn-vulkan)
- [realcugan-ncnn-vulkan](https://github.com/nihui/realcugan-ncnn-vulkan)
- [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)
- [rife-ncnn-vulkan](https://github.com/nihui/rife-ncnn-vulkan)
## Note
This app was based on the work of [waifu2x-ios](https://github.com/imxieyi/waifu2x-ios). Nearly all the files in the folder "waifu2x-mac" were created by him. However, modifications were done to improve speed.
## Speed
When processing a standard 1080p image (1920 × 1080) using Waifu2x Caffe, MacBook Pro with the M1 Max chip took only 0.7 seconds.
## Interface
This app was written with [SwiftUI](https://developer.apple.com/xcode/swiftui/).
## Preview
## Credits
- [waifu2x-ios](https://github.com/imxieyi/waifu2x-ios) for nearly all the algorithms used to enlarge images.
- [waifu2x-caffe](https://github.com/lltcggie/waifu2x-caffe) for all the models.
- [stack overflow](https://stackoverflow.com) for all the solutions.
- [dain-ncnn-vulkan](https://github.com/nihui/dain-ncnn-vulkan) for dain-ncnn-vulkan.
- [realsr-ncnn-vulkan](https://github.com/nihui/realsr-ncnn-vulkan) for realsr-ncnn-vulkan.
- [cain-ncnn-vulkan](https://github.com/nihui/cain-ncnn-vulkan) for cain-ncnn-vulkan.
- [realcugan-ncnn-vulkan](https://github.com/nihui/realcugan-ncnn-vulkan) for realcugan-ncnn-vulkan.
- [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) for Real-ESRGAN.
- [rife-ncnn-vulkan](https://github.com/nihui/rife-ncnn-vulkan) for rife-ncnn-vulkan.