Cloth segmentation to segment clothes

It is a method to detect and separate only the area of ​​clothes in the image.

We want to make an application for clothes

We can create various applications by segmenting clothes such as fashion EC and fitting apps.

Detecting clothing areas with machine learning

Semantic segmentation can be used to automatically detect clothing areas.

You can easily execute it in Python using the following model.

Also, by using the model converted to CoreML format, it can be executed on iOS and MacOS devices and can be applied to iOS apps.



From installation to execution, Colab is available.

When executing from an inference file.

If you just want to try it, there is also a web app available.


To run on iOS, download the CoreML model from CoreML-Models and bundle it with your project.

Good accuracy

The accuracy is quite good, so it seems that you can create a convenient application.


I’m a freelance engineer.
Work consultation
Please feel free to contact us with a brief development description.

I am making an app that uses Core ML and ARKit.
We send machine learning / AR related information.






Freelance iOS developer. You can ask me for a job from any country.

Love podcasts or audiobooks? Learn on the go with our new app.

CNN terminologies

On Track Towards Autonomy: Calibration

Linear Algebra for Data Science | Revisiting High School

Medical NER with AWS Comprehend

Machine Learning Integrating With Devops

Privacy protection in on-line Classifieds: Using YOLO to blur the car license plates

Neural Network Concrete Examples

Machine Learning Vs Deep Learning

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store


Freelance iOS developer. You can ask me for a job from any country.

More from Medium

Video Inference on TFLite Pose Estimation using Movenet Lightning Model

How to build visual traffic analytics with open source: car tracking and license plates recognition

Finding similar images to your’s using image embeddings

A comprehensive strategy for computer vision by combining Data-centric and Model-based approaches…