Author

Daniel Rossi

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Preprint Aug 2026

BoltNet: An Ultra-Lightweight Convolutional Network for On-Device Plant Species Identification

BoltNet is presented, an ultra-lightweight fully convolutional architecture combining a Spatial Redistribution Bottleneck and Logit PreSampling to improve the tradeoff between predictive performance and model size in high-cardinality classification, and the AccuracyCompression Tradeoff is reported as a complementary di...

Daniel Rossi, G. Borghi, R. Vezzani · 0 citations