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.
Pods used
- SDWebImage
- Alamofire