name	android-camerax-mlkit
description	Seamless integration of CameraX with Google ML Kit for vision tasks.
category	ai-native
risk	medium
source	community
date_added	2026-04-07
metadata	{"triggers":["@camerax","mlkit","barcode","vision"]}

CameraX & ML Kit Vision Integration 📸

Efficient real-time image analysis.

Pattern: ALWAYS use CameraX's ImageAnalysis use case bound to the lifecycle.
Implementation: Pipe the ImageProxy directly to an InputImage for ML Kit, ensuring you call imageProxy.close() inside the .addOnCompleteListener.

Trap: NEVER hold references to ImageProxy outside the analyzer scope to avoid out-of-memory errors!

Más de este repositorio

mismo repositorio

Handling Bluetooth Low Energy, flow wrappers, and Android 12+ permissions.

Deep-dive skills for banking and healthcare apps.

Use when integrating Google Gemini Nano via AICore for on-device ML.

Automated UIAutomator tests and Hardware mocking setup.

Expanding KMP shared UI to cover Compose Multiplatform edge-cases.

Bridging Native iOS and Desktop APIs back into KMP.

name	android-camerax-mlkit
description	Seamless integration of CameraX with Google ML Kit for vision tasks.
category	ai-native
risk	medium
source	community
date_added	2026-04-07
metadata	{"triggers":["@camerax","mlkit","barcode","vision"]}

Efficient real-time image analysis.

Pattern: ALWAYS use CameraX's ImageAnalysis use case bound to the lifecycle.
Implementation: Pipe the ImageProxy directly to an InputImage for ML Kit, ensuring you call imageProxy.close() inside the .addOnCompleteListener.

Trap: NEVER hold references to ImageProxy outside the analyzer scope to avoid out-of-memory errors!