A sample project how to use YOLOv5 in iOS

Overview

CoreML-YOLOv5

A sample project how to use YOLOv5 in iOS.

You can run model on your image from photo library.

How to use

1, Clone or download this project.

2, Replace team name with yours.

  1. Run the Xcode project.

If you want to run on camera preview...

Please use YOLOv5s CoreML model on

shu223/MLModelCamera

Author

Daisuke Majima

Freelance iOS programmer from Japan.

BLOGS: Medium

CONTACTS: [email protected]

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Comments
  • How to use my own custom YOLOv5s model

    How to use my own custom YOLOv5s model

    HI, great work!. I tested this with the default model and it worked perfectly fine for me. However, I want to use my own custom-trained YOLOv5 model. I converted my YOLOv5s model to CoreML using coremltools and then using this command: xcrun coremlcompiler compile MyModel.mlmodel MyModel.mlmodelc in terminal I converted .mlmodel file to .mlmodelc. The build is successful but the app crashes when I select any image with error: Thread 9: Fatal error: Model initialization failed

    Do I need to change anything else?

    opened by hsnawn 2
  • Convert Custom Yolov5 Trained Model into CoreML format model

    Convert Custom Yolov5 Trained Model into CoreML format model

    @john-rocky Thank you very much for such nice work. I have trained the yolov5s model on my custom data. Now I want to integrate with the ios Swift app. For integration, I want to convert my yolov5s model into CoreML format. Can guide me through the process of conversion of yolov5s to coreML format. Thanks

    opened by NaeemKhan333 1
  • network only processes 1st image

    network only processes 1st image

    Hi - thank you for putting this on Git! I noticed when running your project from Xcode the first image I choose is parsed, but when I select another image nothing happens. I am having the same issue in my own Yolov5 -> iOS project. Any thoughts or ideas would be greatly appreciated!

    opened by Mercury-ML 0
  • How to adjust and show the input image shape?

    How to adjust and show the input image shape?

    Hi, Thanks for your greatwork! I am wondering how can I adjust and show the input image shape? When I tried to put in some large images, the reference time is not changed. I tried to modify img buffer in the yolov5s file from 640640 to 51205120, still nothing changed.

    Thanks, Yuyang Leng

    opened by YuyangLeng 0
Owner
MLBoy
Machine Learning on Mobile Device. iOS, CoreML, Tensorflow, Pytorch. Freelance Engineer.
MLBoy
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