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Table 2 Structure diagram of WRN

From: Experimental analysis and evaluation of wide residual networks based agricultural disease identification in smart agriculture system

Group name

Output size

Block type = B(3,3)

Conv1

32×32

[3×3,16]

Conv2

32×32

\( \left[\begin{array}{c}3\times 3,16\times \mathrm{k}\\ {}3\times 3,16\times k\end{array}\right]\times N \)

Conv3

16×16

\( \left[\begin{array}{c}3\times 3,32\times \mathrm{k}\\ {}3\times 3,32\times k\end{array}\right]\times N \)

Conv4

8×8

\( \left[\begin{array}{c}3\times 3,64\times \mathrm{k}\\ {}3\times 3,64\times k\end{array}\right]\times N \)

Avg-pool

1×1

[8×8]