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qkeras

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This repository presents an in-depth evaluation of neural network quantization methods for edge deployment. It analyzes accuracy–compression trade-offs across image classification and object detection models using TensorFlow Lite, QKeras, and SQuant, providing practical insights for deploying efficient, low-resource machine learning models.

  • Updated Dec 29, 2025
  • Jupyter Notebook

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