FaceMatchSample
mlkit
| FaceMatchSample | mlkit | |
|---|---|---|
| 1 | 5 | |
| 0 | 3,339 | |
| - | 1.2% | |
| 0.0 | 4.0 | |
| over 2 years ago | 17 days ago | |
| Swift | Java | |
| - | Apache License 2.0 |
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FaceMatchSample
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MLKit: Shallow comparison with Vision.
Both frameworks have plenty of samples. Great sample of Vision is Sport Analysis. Simple example detecting face similarity with Azure and using CoreImage can be found at my GitHub. I will add branch for sample MLKit usage (don't what to anchor on Cocoapods in master branch).
mlkit
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MLKit and ArCore
I used ML Kit pos estimation API. I followed New features in ML Kit video and building use cases playlist. I tried to understand googlesamples/mlkit and tensorflow/examples but I barely understand, where the define the processor, and I loos it when it comes to the cameraSource file. eventually I created a runnable application.
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Android QR Code Detection with TensorFlow Lite
To understand the implementation of getBitmap(), please refer to BitmapUtils.java.
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Real-time Android QR Code Recognition with YOLO and Dynamsoft Barcode Reader
Next, we draw an overlay above the camera preview. There is an excellent GraphicOverlay class provided by Android ML Kit demo project. We don't need to reinvent the wheel:
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Google ML Kit vs. Dynamsoft's SDK: Scan High Density QR Codes on Android Devices
Download the sample code of ML Kit vision.
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MLKit: Shallow comparison with Vision.
MLKit is distributed by CocoaPods, no Carthage or SMP support, but at least we ask Google to add such options...
What are some alternatives?
ZXing - ZXing ("Zebra Crossing") barcode scanning library for Java, Android
react-native-tesseract-ocr - Tesseract OCR wrapper for React Native
OpenCV - Open Source Computer Vision Library
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
android-camera2-preview-qr-code-scanner
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
ZBar - Clone of the mercurial repository http://zbar.hg.sourceforge.net:8000/hgroot/zbar/zbar
android-dense-qr-code-detection
Swift-AI - The Swift machine learning library.
barcode-qrcode-images
CoreML-Models - Largest list of models for Core ML (for iOS 11+)
language-detection-cld2 - Natural language detection, Java bindings for CLD2