Research Article

Sequential Network with Residual Neural Network for Rotatory Machine Remaining Useful Life Prediction Using Deep Transfer Learning

Table 1

The detailed information about ResNet-50.

Layer nameOutput sizeType

Input224 × 224 × 3None
Conv1112 × 1127 × 7, 64, stride 2
Conv256 × 563 × 3 max pool, stride 2
Conv328 × 28
Conv414 × 14
Conv57 × 7
1 × 1Avg pool, 1000-d FC