https://github.com/farial-mahmod/image-detector-swift-coreml

An iOS app using Swift to detect image objects using coreML.
https://github.com/farial-mahmod/image-detector-swift-coreml

classification coreml image-recognition ios macine-learning mobilenetv2 object-detection swift uikit

Last synced: 25 days ago
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An iOS app using Swift to detect image objects using coreML.

• Host: GitHub
• URL: https://github.com/farial-mahmod/image-detector-swift-coreml
• Owner: Farial-mahmod
• Created: 2023-12-31T12:19:34.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-12-31T12:35:10.000Z (over 1 year ago)
• Last Synced: 2025-02-15T14:34:09.358Z (3 months ago)
• Topics: classification, coreml, image-recognition, ios, macine-learning, mobilenetv2, object-detection, swift, uikit
• Language: Swift
• Homepage: https://github.com/Farial-mahmod/Image-Detector-Swift-coreML/
• Size: 22.3 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image-Detector-Swift-coreML

## Introduction: 

This repository contains an iOS app that can detect objects from images up to a reasonably accurate level.

## Tech Stack Used:

1. Swift

2. coreML

3. MobileNetV2

## Tested On:

iPhone 14 Plus with multiple flower and leaf images.

## Screenshots have been attached for easier understanding:

Homescreen before selecting an image to test: 

![Screenshot 2023-12-31 at 6 27 44 PM](https://github.com/Farial-mahmod/Image-Detector-Swift-coreML/assets/60639522/e930f2b7-1c27-49ee-bf7d-c59687909ff3)

Output after selecting a flower image:

![Screenshot 2023-12-31 at 6 30 17 PM](https://github.com/Farial-mahmod/Image-Detector-Swift-coreML/assets/60639522/99b2af5b-4649-4454-ba05-2b342ef7dd26)