Table 2 The training parameters of Mask R-CNN algorithm
From: Using mask R-CNN to rapidly detect the gold foil shedding of stone cultural heritage in images
Pre-trained model | Batch size | Training epochs | Learning rate | Momentum | Weight decay |
|---|---|---|---|---|---|
ResNet-101 | 3 | 40 | 0.001 | 0.9 | 0.0001 |