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Style Art library process images using COREML with a set of pre trained machine learning models and convert them to Art style.

Swift 99.46% Ruby 0.54%

coreml prisma neural-network ios image-processing machine-learning

styleart's Introduction

StyleArt

Style Art is a library that process images using COREML with a set of pre trained machine learning models and convert them to Art style.

Preview

Installation

Compatibility

iOS 11.0+
Xcode 9.0+, Swift 4+

Manual installation

Download and drop the 'StyleArt' folder into your Xcode project.

Usage

 StyleArt.shared.process(image: imageView.image, style: .Candy) { (result) in
            
  }

Sytles Available

enum ArtStyle{
    
    case Mosaic
    case scream
    case Muse
    case Udanie
    case Candy
    case Feathers
}

More usage info can found on the example project.

Credits

jcjohnson https://github.com/jcjohnson/neural-style

Author

iLeaf Solutions http://www.ileafsolutions.com

styleart's People

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styleart's Issues

Force close when process

I using your library, when process app crash:

Message from debugger: Terminated due to memory issue

My code:
StyleArt.shared.process(image: image, style: .Candy) { (result) in
self.imgv.image = result
}

Objective-c

it's Cool! How can I use the project on objective with? My photo editor app on objective-c language.
Thank you

Doesn't work with non-square images

When I try to convert some image with different image size (let's say h=720, w=540), it automatically converts the entire image's dimension to a square.

Original Image

Edited Image

Loading Hub not display

    DispatchQueue.main.async {
        self.view.showHud(message: "Loading")
    }

CoreML conversion workflow

Hi,
first of all great work! :) congrats. :)

can U tell me some info about the model conversion and optimization workflow from pb to CoreML please?
Ur CoreML model have only ~57 operators, and my training pb has about 847. and when i try to quantized still has about 274, and i can not convert the quantized to CoreML at all. :(

thx very much.

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