Integrating Google's ML Kit with CameraX and Android Jetpack Compose: Text Recognition in Real-Time
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- Опубліковано 8 лип 2024
- Take your Android app to the next level with real-time text recognition! In this tutorial, we'll explore Google's ML Kit, a powerful suite of machine learning models pre-trained by Google. We will integrate the Text Recognition API with CameraX and Jetpack Compose, building a feature that detects and displays text from your camera feed in real-time.
🚀 What You'll Learn:
Basics of Google's ML Kit
How to use the pre-trained Text Recognition API
Integrating ML Kit with CameraX and Jetpack Compose
Displaying recognized text on screen in real time
🔍 Overview:
Google's ML Kit is a game-changer for mobile app development, offering easy-to-use APIs for several pre-trained ML models. In this tutorial, we're using Text Recognition as an example, but the integration process is similar across all models.
👨💻 Personal Experience:
Machine Learning can seem intimidating, but Google's ML Kit makes it approachable for every Android developer. I'll walk you through the process, sharing tips and insights from my personal experience.
📢Like the video?:
If you find this tutorial helpful, don't forget to hit the like button, share it with fellow developers, and subscribe for more content like this!"
GitHub Repository:
github.com/YanneckReiss/Jetpa...
ML-Kit:
developers.google.com/ml-kit
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00:00 - Intro
01:00 - Text Recognition V2
01:45 - Implementation
07:30 - Result
08:11 - Summary
09:05 - Outro
#androiddev #AndroidDevelopment #GoogleMLKit #TextRecognition #MachineLearning #JetpackCompose #android
Hello, it doesn't work when navigated from another screen. any idea why?
just got another quality contetnt channel
32nd...Thanks Yanneck. Yes please create a basic app of all those ML-Kit features in Jetpack Compose. See yah.
Hey! Great Video!
I wonder how to set a Region of interest to allow the camer to search inside a Small regactangle ?
Thanks!
Thx 4 ur video :)
You're welcome! Thanks for watching 😊
Hello, great video thanks! Quick question, could you use the Text OCR together with the barcode scanner at the same time?
Yes that should be possible 🙂
Is there a way to activate the flash of the camera while using this? Great video btw!
Thank you very much! Glad that you liked it 😊 Yes you can just call `cameraController.enableTorch(true)` at the LifecycleCameraController to turn it on :)
To just toggle the flashlight between its on and off state you could also use following extension function:
```
fun CameraController.toggleFlashlight() {
val updatedTorchState = when (torchState.value) {
TorchState.ON -> false
TorchState.OFF -> true
else -> null
}
if (updatedTorchState != null) {
enableTorch(updatedTorchState)
}
}
```
hope that helps :)
@@yanneckreiss Is there any particular reason why the enableTourch wouldn't work? I set it to true and it's still not activating the flash.
Never mind I figured it out. Again great video!
Hi, nice video. Is ML Kit also capable of detecting and blurring human faces in real time?
Thank you, glad you liked it 😊 There is a face detection model available - but you'd have to implement the blurring part yourself on the identified faces
Can it detect jawline and other face features
@fliamachado how to set region of interest. Need help on that