mlkit
Swift-AI
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| mlkit | Swift-AI | |
|---|---|---|
| 5 | 1 | |
| 3,316 | 6,012 | |
| 2.3% | 0.3% | |
| 4.4 | 0.0 | |
| about 2 months ago | almost 7 years ago | |
| Java | Swift | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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...
Swift-AI
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Are people using Swift for machine learning / differentiable programming outside of Apple?
Before CoreML was released (and also before BNNS), I wrote SwiftAI. The project made heavy use of Accelerate and the algorithms were written from scratch. It was a great project, and I planned to make a lot of additions, but CoreML came out pretty soon afterward and made the project mostly obsolete. Still a great learning experience and there was a fair bit of interest at the time.
What are some alternatives?
ZXing - ZXing ("Zebra Crossing") barcode scanning library for Java, Android
CoreML-Models - Largest list of models for Core ML (for iOS 11+)
react-native-tesseract-ocr - Tesseract OCR wrapper for React Native
AIToolbox - A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
OpenCV - Open Source Computer Vision Library
BrainCore - The iOS and OS X neural network framework
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
Tensorflow-iOS
android-camera2-preview-qr-code-scanner
PDFGenerator - A simple generator of PDF written in Swift.
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
SpriteKit+Spring - SpriteKit API reproducing UIView's spring animations with SKAction