Research Article

Depth Semantic Segmentation of Tobacco Planting Areas from Unmanned Aerial Vehicle Remote Sensing Images in Plateau Mountains

Table 1

Time efficiency and accuracy under different values of three parameters.

ParameterParameter valueTime (s)Training accuracyTest accuracy

LRLR = 1 × 10−2; BS = 4; Epochs = 50443.0000.97620.9427
LR = 1 × 10−3; BS = 4; Epochs = 50438.4910.96150.9119
LR = 1 × 10−4; BS = 4; Epochs = 50450.2450.91820.8996

BSLR = 1 × 10−2; BS = 2; Epochs = 50518.0000.96610.9342
LR = 1 × 10−2; BS = 4; Epochs = 50443.0000.97620.9427
LR = 1 × 10−2; BS = 6; Epochs = 50428.6730.96950.9235
LR = 1 × 10−2; BS = 8; Epochs = 50397.2760.95550.9287

EpochLR = 1 × 10−2; BS = 4; Epochs = 40358.6560.96670.9312
LR = 1 × 10−2; BS = 4; Epochs = 50443.0000.97620.9427
LR = 1 × 10−2; BS = 4; Epochs = 60549.1540.96540.9303