Table 1 Architectural overview of LightMask.
From: A lightweight transformer framework for open set anomaly segmentation in smart city applications
Model Component | Param # |
|---|---|
Backbone: EfficientNet | 4,007,548 |
Attention Modules | 138,773 |
ProgressiveDecoder | 127,827 |
AdaptiveInference | 929 |
ObjectnessHead | 10,465 |
Total Parameters: 4,285,580 | |
Trainable Parameters: 4,285,580 | |
Model Size (FP32): 16.35 MB | |
