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. 2023 Jan 21;23(3):1258. doi: 10.3390/s23031258

Table 2.

Training configuration of the dataset.

Item AISD MBD WHU
Input size 2611 × 2453 1500 × 1500 512 × 512
Train size 512 × 512 512 × 512 512 × 512
Test size 512 × 512 512 × 512 512 × 512
Freeze epoch 50 50 50
UnFreeze epoch 500 600 200
Batch size 8 16 4
Optimizer Sgd Sgd Sgd
Learning decay Cos Cos Cos
Weight decay 0.0005 0.0005 0.0005
Learning rate 1.00 × 10−5 1.00 × 10−5 1.00 × 10−5