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This is the implementation of Image Recognition using Custom model (Book cover images) on Apple's CoreML-2.0

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rahimkhalid/Book-Finder-with-CoreML

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Book-Finder-with-CoreML

This is the implementation of Image Recognition using Custom model (Book cover images) on Apple's CoreML-2.0 Framework. And uses Google Books API to get similar books according to your searched book.

The app fetches frames from your camera at ~30 FPS and perform object recognition in almost real-time. And allow the user to read, download and buy that book.

Requirements

  • Xcode 9
  • iOS 11

Creating CoreML Model

I have used an online Microsoft tool to generate CoreMl model (https://www.customvision.ai/)

Usage

To use this app, open BookFinderCoreML.xcworkspace in Xcode 9 and run it on a device with iOS 11. (Don't use simulator as it don't have access to camera).

Results

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

image of scene with Book recognition

Pods used

  1. SDWebImage
  2. Alamofire

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This is the implementation of Image Recognition using Custom model (Book cover images) on Apple's CoreML-2.0

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