Research Article
End-to-End Semantic Leaf Segmentation Framework for Plants Disease Classification
Table 3
CovL and MPL parameters’ setting.
| Type of layer | Size of stride | Feature map | Size of kernel | Output size |
| Input | — | — | — | 250 × 250 | CovL1 | 2 | 96 | 5 × 5 | 124 × 124 | MPL1 | 2 | 96 | 3 × 3 | 62 × 62 | CovL2 | 2 | 256 | 5 × 5 | 30 × 30 | MPL2 | 2 | 256 | 3 × 3 | 15 × 15 | CovL3 | 2 | 316 | 5 × 5 | 12 × 12 | MPL3 | | 316 | 3 × 3 | 6 × 6 | CovL4 | 2 | 512 | 5 × 5 | 4 × 4 | MPL4 | 2 | 512 | 3 × 3 | 2 × 2 |
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