Real-time Object Recognition using Apple's CoreML 2.0 and Vision API -
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iOS-CoreML-Inceptionv3.xcodeproj
iOS-CoreML-Inceptionv3
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README.md

README.md

iOS-CoreML-Inceptionv3

This is the implementation of Object Recognition using Inception-v3 model on Apple's CoreML-2.0 Framework.

The app fetches frames from your camera at ~30 FPS and perform object recognition in almost real-time.

Requirements

  • Xcode 10.0 beta
  • iOS 12

Usage

To use this app, open iOS-CoreML-Inceptionv3.xcodeproj in Xcode 10 and run it on a device with iOS 12. (Don't use simulator)

Tutorial

If you are interested in building this app from scratch, a step-by-step tutorial is available at - Link

Results

These are the results of the app when tested on iPhone 7.

Result 1 Result 1 Result 1

Author

Sri Raghu Malireddi / @r4ghu