基于VGG网络对7种小麦叶片病害分类的迁移学习项目

[train hyper-parameters: Namespace(batch_size=16, lr=0.001, lrf=0.01)] [epoch: 1] train loss:0.0355 test accuracy:0.8363 [epoch: 2] train loss:0.0205 test accuracy:0.8717 [epoch: 3] train loss:0.0171 test accuracy:0.8805 [epoch: 4] train loss:0.0150 test accuracy:0.8835 [epoch: 5] train loss:0.0124 test accuracy:0.8953 [epoch: 6] train loss:0.0110 test accuracy:0.9174 [epoch: 7] train loss:0.0086 test accuracy:0.9292 [epoch: 8] train loss:0.0070 test accuracy:0.9159 [epoch: 9] train loss:0.0055 test accuracy:0.9410 [epoch: 10] train loss:0.0042 test accuracy:0.9454 [epoch: 11] train loss:0.0032 test accuracy:0.9425 [epoch: 12] train loss:0.0021 test accuracy:0.9543 [epoch: 13] train loss:0.0017 test accuracy:0.9440 [epoch: 14] train loss:0.0012 test accuracy:0.9440 [epoch: 15] train loss:0.0010 test accuracy:0.9469