Table 10 The current cutting-edge datasets.

From: Fractal and chaotic map-enhanced grey wolf optimization for robust fire detection in deep convolutional neural networks

No.

 

Dataset

# training sample

# test sample

1

 

Convex sets (CS)56

8000

50,000

2

 

Fashion57

50,000

10,000

3

 

Rectangle images (RI)56

12,000

50,000

4

MNIST

Standard58

12,000

50,000

5

MRB56

6

(MB56)

7

MRDBI56

8

MBI56

9

MRD56

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