Plant seedling Classification Networks (Results) resnet34 pretrained + adamW+ wd = 1e-3 88.1 % but overfit vgg16bn pretrained + adamW+ wd = 1e-3 94 % but underfit vgg19bn pretrained + adamW+ wd = 1e-3 + oversample +mixup 95%+ but underfit a bit Conclusion oversampling helps mixup is beauty