mlkit
Ar-Object-Detection
| mlkit | Ar-Object-Detection | |
|---|---|---|
| 5 | 1 | |
| 3,339 | 30 | |
| 1.2% | - | |
| 4.0 | 10.0 | |
| 14 days ago | almost 2 years ago | |
| Java | Kotlin | |
| Apache License 2.0 | - |
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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...
Ar-Object-Detection
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MLKit and ArCore
Based on what I understood from the last part, that the camera deals with bitmaps, and ArCore I don't know how it deal with camera, my knowledge starts from the hit result. So search for two days here and there, I found Kashif-E/Ar-Object-Detection, but as mush I try I cant run it on any model.
What are some alternatives?
ZXing - ZXing ("Zebra Crossing") barcode scanning library for Java, Android
AR-Bounceball - ARCore project That Implements 3D Sceneform.
react-native-tesseract-ocr - Tesseract OCR wrapper for React Native
sceneform-android - Sceneform Maintained is an ARCore Android SDK with Google Filament as 3D engine. This is the continuation of the archived Sceneform
OpenCV - Open Source Computer Vision Library
QR-WIFI-Connector - Connect to WIFI access point using Camera X and ML Kit
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
ARFaceDetection - AR-based library for Android which is capable of detecting faces and overlaying images above the user’s head
android-camera2-preview-qr-code-scanner
Viola - With Viola android face detection library, you can detect faces in a bitmap, crop faces using predefined algorithm and get additional information from the detected faces.
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
examples - TensorFlow examples