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3dunet-tf's Introduction

3D unet 靶区分割

模型配置文件

使用的是 models/base_model/params.json,按照交叉验证,把输入的总数据集平分为4个数据组,train_batchtest_batch分别表示训练集和测试集使用的数据组序号,使用不同的训练集修改序号即可。

运行

训练并预测输出

 python src/main.py -model_dir models/base_model -mode train_pred

仅训练

 python src/main.py -model_dir models/base_model -mode train

仅预测

 python src/main.py -model_dir models/base_model -mode pred

结果保存

按照params.json指定的训练集组序号,会在models/base_model/下创建新的目录,由训练集组序号连接下划线命名,如0_1_2,训练模型的ckpt文件会保存在这个目录,预测结果保存在其/predict子目录

3dunet-tf's People

Contributors

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