Table 2 Classification performance of the employed pre-trained CNN models.

From: Improved leukocyte classification in bone marrow cytology using convolutional neural network with contrast enhancement

Model

Pre-CLAHE accuracy

Post-CLAHE accuracy

Alexnet

78.4%

94.9%

Densenet

77.4%

95.4%

Googlenet

77.8%

95.5%

Inception-Resnet-V2

77.1%

95.3%

VGG16

81%

96.5%

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