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Have you thought about deploying the ML model on the edge, using something like TensorflowJS or ONNX-runtime? Haven't done it myself (looking into it right now
by davidatbu 5y ago
Have you thought about deploying the ML model on the edge, using something like TensorflowJS or ONNX-runtime?
Haven't done it myself (looking into it right now!), but my impression is that model quantization (and possibly prunning) can give you a palatable model size that doesn't affect performance too much.