显微镜下光镊(optical tweezers)捕获微球的三维定位算法
Three-dimensional positioning algorithm for capturing microspheres with optical tweezers under microscope
Citation:
"Mengdi Guo, Zuzeng Lin, Cong Zhai, Yulu Chen, Xiaowei Zhou, Zhongyan Chai, Tong Guo, and Chunguang Hu, "Deep learning for precise axial localization of trapped microspheres in reflective optical systems," Opt. Express 31, 12397-12409 (2023)"
回归代码:transfer_learning_ms7-Copy2-regress.ipynb
最新代码:transfer_learning_ms7-Copy1.ipynb
分类脚本结果列表:多分类脚本结果明细.md 中提到的脚本均在“脚本库”文件夹中
小样本 超参数网格搜索结果:分类模型超参数结果.xlsx
小样本 超参数网格搜索脚本:transfer_learning_ms50_searchpm_ipynb.ipynb