Table 1 Comparison of inference times for individual network modules in nNPipe.
From: nNPipe: a neural network pipeline for automated analysis of morphologically diverse catalyst systems
Au/Ge | Pd/C | |
|---|---|---|
Experimental images | 93 | 96 |
YOLOv5x inference time | 16.72 s (0.03 s∙image−1) | 19.42 s (0.03 s∙image−1) |
SegNet inference + post-processing time | 108.80 s (1.17 s∙image−1) | 280.92 s (2.93 s∙image−1) |
Total analysis time | 125.25 s (1.35 s∙image−1) | 300.34 s (3.13 s∙image−1) |
