Research Article

Generation of Smoke Dataset for Power Equipment and Study of Image Semantic Segmentation

Table 1

Cost comparison.

TrainingStepTimeManpowerSpatial influence

Manual data labelingImage collection10–20 daysYesYes
Data labeling3.47 daysYesNo

Virtual data generationCreating virtual scenes3-4 daysYesNo
Rendering2-3 daysNoNo