HIGHLIGHTS
- who: Dongqin Zhu from the China Agricultural University, China have published the research work: Cotton disease identification method based on pruning, in the Journal: (JOURNAL)
- what: The aim of the former is to provide models with a small size that can be deployed at edge/mobile devices, while the goal of the latter is to improve accuracy. The number of parameters for the convolutional layers is calculated in formula : Params=Co * (KW * Kh * Ci + 1) Performance test results over PlantVillage First, the authors evaluate the performances of original VGG16, ResNet164 and DenseNet40 and their compressed . . .
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