Posted by , or now allows you to train your own sound classification model and export it in the TensorFlow Lite (TFLite) format. Then you can integrate the TFLite model to your mobile applications or your IoT devices. This is an easy way to quickly get up and running with sound classification, and you can then explore building production models in Python and exporting them to TFLite as a next step.
Model architecture
You can find a tutorial to train your own sound classifications models using this approach in Python website
Deploy the model to Android with TensorFlow Lite
Once you have trained your TensorFlow Lite sound classification model, you can just put it in this Android sample app to try it out. Just follow these steps:
- Clone the sample app from GitHub:
git clone https://github.com/tensorflow/examples.git - Import the sound classification Android app into Android Studio. You can find it in the
lite/examples/sound_classification/androidfolder. - Add your model (both the
soundclassifier.tfliteandlabels.txt) into thesrc/main/assetsfolder replacing the example model that is already there. - Build the app and deploy it on an Android device. Now you can classify sound in real time!
Acknowledgements
This project is a joint effort between multiple teams inside Google. Special thanks to:
- Google Research: Shanqing Cai, Lisie Lillianfeld
- TensorFlow team: Tian Lin
- Teachable Machine team: Gautam Bose, Jonas Jongejan
- Android team: Saryong Kang, Daniel Galpin, Jean-Michel Trivi, Don Turner
Community-Analysen & Experten-Meinungen 0
Verwandte Story-Cluster & Quellen (Vektor-KI)
Ähnliche Beiträge
Auch interessante Nachrichten Build sound classification models for mobile apps with Teachable Machine and TFLite
Thematisch verwandte Begriffe: Build, sound, classification, models · 6 Treffer
Apple accuses OpenAI of destroying evidence as trade-secrets fight intensifies
GPT-6 Astra Release Today? OpenAI’s Next Major AI Model Is Almost Here
Videos werden geladen ...
Beiträge werden geladen ...
Videos werden geladen ...
Beiträge werden geladen ...
Videos werden geladen ...
Beiträge werden geladen ...
Videos werden geladen ...
Beiträge werden geladen ...
Videos werden geladen ...
SOCIAL SHARE CARD GENERATOR