Training a Neural Network to Detect Shaheds and Quads from Audio
Jun 15, 2026 · 14 min read · machine-learning audio neural-network pytorch shahed drone-detection onnx quantization drone-detector ·Live demo: drone-detector.sintra.site A note before the technical content: the staggered training protocol described in this article was developed with significant help from Sintra AI. What started as a series of questions about why the naive P1→P2 schedule kept plateauing turned into a structured debugging …
Read MoreONNX (Open Neural Network Exchange) for converting models between frameworks. Installation 1pip install onnx onnxruntime 2pip install tf2onnx # TensorFlow to ONNX 3pip install onnx2pytorch # ONNX to PyTorch PyTorch to ONNX 1import torch 2import torch.onnx 3 4# Load PyTorch model 5model = MyModel() …
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