mlkit
CoreML-Models
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| mlkit | CoreML-Models | |
|---|---|---|
| 5 | 2 | |
| 3,316 | 6,198 | |
| 2.3% | - | |
| 4.4 | 2.3 | |
| about 1 month ago | 10 months ago | |
| Java | Python | |
| 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...
CoreML-Models
We haven't tracked posts mentioning CoreML-Models yet.
Tracking mentions began in Dec 2020.
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
android-camera2-preview-qr-code-scanner
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
Swift-AI - The Swift machine learning library.
Tensorflow-iOS
Caffe2
CoreML-samples - Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
BrainCore - The iOS and OS X neural network framework
ZBar - Clone of the mercurial repository http://zbar.hg.sourceforge.net:8000/hgroot/zbar/zbar