TinyCNN: A 193K-Parameter Network for On-Device Plant Disease Detection, with a Cross-Dataset Robustness Diagnosis

arXiv:2609.20290 · cs.CV, cs.LG · Submitted 2026-07-29 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-07-29

Updated: 2026-07-29

Comments: 13 pages, 3 figures. Accepted at ISRSD 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Robustness — 3× in this paper · explained in 5 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• alpha — 2× in this paper · explained in 1 episode
• Ablation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Knowledge Distillation — 1× in this paper · explained in 11 episodes

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