Knowledge distillation produces smaller, lower-cost vision models that match larger models on plant species and disease recognition tasks across 70 trained models on Pl@ntNet300K-v2 and Deep-Plant-Disease.
In: Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (2021)
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Energy-Efficient Plant Monitoring via Knowledge Distillation
Knowledge distillation produces smaller, lower-cost vision models that match larger models on plant species and disease recognition tasks across 70 trained models on Pl@ntNet300K-v2 and Deep-Plant-Disease.