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image-segmenter-ios's Introduction

Image Segmenter ios

Core ML Image Segmentation on ios

Examples

mlmodel

Core ML model file are converted from deeplab MobileNetv2

Usage

 let sourceImg = UIImage.init(named: "test.jpg")!
 let segmentImg = sourceImg.segmentation()

image-segmenter-ios's People

Contributors

cainxx avatar

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image-segmenter-ios's Issues

converting script

I would like to convert from deeplabv3 plus onnx model to mlmodel to make it run on ios device.
can you plesae share the converting script from the DLV3 plus pretrained model (ex onnx) ?

currently .. output result is something wrong.

mask image black and white

please help me . i cant convert mask image to black and alpha image . how can i do this ?
mask image get black and white . i cant replace white to alpha . there is any way to do this ?
there is one issue also "CGImageCreate: invalid image alphaInfo: kCGImageAlphaNone. It should be kCGImageAlphaNoneSkipLast" where need to change this ?

Results are tiny 65x65 images

Hey, thanks for the nice demo. I was looking into the mlmodel and saw that the results are 65x65 images of 21 classes. Is it possible to increase the crop_size when building the mlmodel and increase the output size? Also, can you give me some pointers on how you built the mlmodel from the deeplab repo?

Thanks!

realtime segmentation

@cainxx
thanks for the project it works fine for me, but if you don't mind I want to ask you about deeplab real-time segmentation on ios, can you help me

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