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https://github.com/tucan9389/TextRecognition-MLKit

Last synced: 3 months ago
JSON representation

Host: GitHub
URL: https://github.com/tucan9389/TextRecognition-MLKit
Owner: tucan9389
License: mit
Created: 2019-02-20T17:38:09.000Z (almost 6 years ago)
Default Branch: master
Last Pushed: 2019-06-25T02:04:52.000Z (over 5 years ago)
Last Synced: 2024-11-09T02:28:29.450Z (3 months ago)
Language: Swift
Size: 25.8 MB
Stars: 90
Watchers: 2
Forks: 9
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

awesome-ml-demos-with-ios - TextRecognition-MLKit - MLKit_DEMO002.gif" width="200"/></p> | - | (Baseline Projects / Object Detection & Recognition)

README

        # TextRecognition-MLKit

![platform-ios](https://img.shields.io/badge/platform-ios-lightgrey.svg)

![swift-version](https://img.shields.io/badge/swift-4.2-red.svg)

![lisence](https://img.shields.io/badge/license-MIT-black.svg)

This project is [Text Recognition using Firebase built-in model](https://firebase.google.com/docs/ml-kit/recognize-text) on iOS.
If you are interested in iOS + Machine Learning, visit [here](https://github.com/motlabs/iOS-Proejcts-with-ML-Models) you can see various DEMOs.


![TextRecognition-MLKit_DEMO002](resource/TextRecognition-MLKit_DEMO002.gif)

## Requirements

- Xcode 9.2+

- iOS 12.0+

- Swift 4.2

## Performance

### Inference Time

| device   | inference time |

| -------- | -------------- |

| iPhone X | 35~200 ms      |

#### Inference time in various cases - iPhone X

![TextRecognitionDEMOs](resource/TextRecognitionDEMOs.jpg)

> More appear words in a picture, more need inference time.

## Build & Run

### 1. Prerequisites

#### Add permission in info.plist for device's camera access

![prerequest_001_plist](resource/prerequest_001_plist.png)