Multi-spectral and single-shot wavefront detection technique based on neural networks
收藏科学数据银行2025-09-16 更新2026-04-23 收录
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https://www.scidb.cn/detail?dataSetId=4ee744c59ea549ae93ed7a86ae7fa32e
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资源简介：
Multi-spectral SHWFS spot pattern generationand neural network training programs.The Ten_sp_data.m (matlab) file generates SHWFS samples, with the target spectrum modifiable as required. The four_sp_resnet.py (python) file trains a model (using the ResNet50 architecture) on these samples to achieve synchronous measurement of multi-wavelength wavefronts.The data/label folder contains the label values for multiple sets of training and test samples. These labels can be used with the Ten_sp_data.m file to regenerate datasets or SHWFS patterns. The data/test_result folder also includes the testing set labels and the corresponding prediction errors.
提供机构：
Xunzheng Li
创建时间：
2025-09-16
