mlkit
CoreML-Models
mlkit | CoreML-Models | |
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5 | 2 | |
3,339 | 6,231 | |
1.2% | - | |
4.0 | 2.3 | |
14 days ago | 10 months ago | |
Java | Python | |
Apache License 2.0 | MIT License |
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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
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I made an app completely on SwiftUI dedicated to browsing vehicles for sale on eBay. It got rejected for being too basic, should I justify any more time on this?
Super far fetched idea on passing 4.2 with iOS specific functionality: there are CoreML models specifically capable of identifying car makes and models (linked in this repo), which could allow you to take/select a photo, and automatically identify/search the car based on the prediction. That being said, it will not take into account nearly as many details as you can manually specify in your app. Nice work!
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[MacOs/Node JS] Is there a simple hand tracking library that works in node.js?
Mac? Use the built in coreml; https://github.com/likedan/Awesome-CoreML-Models
What are some alternatives?
ZXing - ZXing ("Zebra Crossing") barcode scanning library for Java, Android
Swift-AI - The Swift machine learning library.
react-native-tesseract-ocr - Tesseract OCR wrapper for React Native
Tensorflow-iOS
OpenCV - Open Source Computer Vision Library
Caffe2
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
CoreML-samples - Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.
android-camera2-preview-qr-code-scanner
BrainCore - The iOS and OS X neural network framework
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
MLKit - A simple machine learning framework written in Swift 🤖