[train hyper-parameters: Namespace(batch_size=8, epochs=5, image_size=(160, 240), img_f='.jpeg', lr=0.001, lr_decay='lr_step', lr_step_epoch=(2, 3), lr_step_gamma=0.1, lrf=0.001, mask_f='.png', optim='RMSProp', threshold=0)]
epoch,train loss,train dice,val loss,val dice
1,0.5688067771430708,0.3867054187172688,0.48088109130039813,0.6246314460318536
2,0.4877991615197597,0.6156941926122731,0.5068286066502332,0.5873675088302116
3,0.4549131150174345,0.654489684308696,0.45422672856599094,0.6527850328654131
4,0.4457938159123445,0.6633376516083367,0.4499694495275617,0.6550341106468477
5,0.4419038074138837,0.6695258481125547,0.4489714052155614,0.6552382077334914
没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
基于 UnetPlusPlus 网络对人体轮廓分割实战【包含数据集、完整代码、训练好的结果、权重文件等等】 代码均为手写,全网无重复,训练自己数据很简单,只需要摆放好数据即可 数据集:人体轮廓(约2.5k张数据和标注图像) 网络仅仅测试5个epoch,全局像素点的准确度达到0.98,dice为0.70,训练epoch加大的话,性能还会更加优越! 代码介绍: 训练过程提供了多种优化器选择(Adam、SGD、RMSProp),损失函数采用BCE 逻辑损失,学习率的衰减提供了常规恒定lr、余弦退火算法、以及step学习率衰减。可以自行选择 【训练过程会生成最好和最后一个权重,以及数据预处理完的可视化效果图、dice、loss曲线、训练日志等等】 评价指标采用dice,训练完成后,会载入最好权重,计算验证集的recall、precision等等 具体参考README文件,小白均可使用
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