Table 8 Computational efficiency comparison of the PASLR-DDPFEM technique in terms of FLOPs, GPU, and inference time.

From: Improving sign Language recognition system for assisting deaf and dumb people using pathfinder algorithm with representation learning model

Methods

FLOPs (G)

GPU (M)

Inference Time (sec)

YOLOv3-tiny-T

7.20

2849

6.21

ShuffleNetv2-YOLOv3

42.50

2837

2.74

YOLOv5I

108.20

3489

6.55

YOLOv7

105.00

2917

4.62

PASLR-DDPFEM

4.09

589

1.07

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