https://github.com/bhavanithya21/tinyml-modulation-classifier
This project demonstrates a simple pipeline for generating various modulation signals like QPSK, 64QAM, PAM4 etc, training a lightweight neural network to classify them, converting the model to TensorFlow Lite format for edge deployment, and running inference using the TFLite interpreter.
https://github.com/bhavanithya21/tinyml-modulation-classifier
cnn keras-tensorflow machine-learning signal-processing tensorflow tensorflow-lite
Last synced: 2 months ago
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This project demonstrates a simple pipeline for generating various modulation signals like QPSK, 64QAM, PAM4 etc, training a lightweight neural network to classify them, converting the model to TensorFlow Lite format for edge deployment, and running inference using the TFLite interpreter.
- Host: GitHub
- URL: https://github.com/bhavanithya21/tinyml-modulation-classifier
- Owner: bhavanithya21
- Created: 2025-06-15T15:13:58.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-06-15T17:49:14.000Z (about 1 year ago)
- Last Synced: 2025-06-15T18:56:36.743Z (about 1 year ago)
- Topics: cnn, keras-tensorflow, machine-learning, signal-processing, tensorflow, tensorflow-lite
- Language: Python
- Homepage:
- Size: 307 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0