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Deployment, Model Selection & Future Directions

Edge deployment profile, ONNX export, the model-selection decision tree, and where this research goes next.

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  • 1. Edge Deployment Profile (3.5M Parameters, 4.6 ms Latency)
  • 2. ONNX Export & Real-Time Inference
  • 3. The Model-Selection Decision Tree
  • 4. Extensions: Bearings, Batteries, and Beyond
  • 5. Limitations & Open Research Questions
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