基于DCGAN的脑膜瘤与听神经瘤检测模型优化方法研究

陈静聪, 冉凤伟, 章浩伟, 刘颖

Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN

CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

图8 验证集损失曲线对比图. (a) FPN+ResNet101验证集模型损失曲线；(b)传统数据集增强后FPN+ResNet101验证集模型损失曲线；(c) DCGAN数据集增强后FPN+ResNet101验证集模型损失曲线

Fig. 8 Validation set loss curves comparison. (a) FPN+ResNet101 validation set model loss curve; (b) traditional dataset-enhanced FPN+ResNet101 validation set model loss curve; (c) DCGAN dataset-enhanced FPN+ResNet101 validation set model loss curve