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Table 2 Hyper-parameters and computational resources utilized

From: DeepLeish: a deep learning based support system for the detection of Leishmaniasis parasite from Giemsa-stained microscope images

Model Type

Hyper-parameters

Computational Resource

Learning Rate

Batch Size

Epoch

YOLO_V5

0.02

128

1000

13.1 GB GPU

SSD

0.02

4

500

i7 CPU

Faster RCNN

0.02

1

500

i7 CPU

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BMC Medical Imaging

ISSN: 1471-2342

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