Large Spots DeepMIB project, synthetic dataset for testing 2D semantic segmentation

A complete DeepMIB project with a synthetic dataset generated for quick tests of semantic segmentation approaches.The dataset includes a trained DeepLabV3-Resnet18 network for detection of large spots on a black background. The network can be opened by loading "2D_LargeSpots_2cl_DeepLabV3.mibCfg" file by MIB->Menu->Tools->Deep learning segmentation->Options tab->Config files->Load Drag and drop of the config file into DeepMIB window Microscopy Image Browser: https://mib.helsinki.fi本数据集为一套完整的DeepMIB项目，附带专为快速测试语义分割方法生成的合成数据集。该数据集内置一个经训练的DeepLabV3-Resnet18网络，用于检测黑色背景下的大型斑点。可通过加载"2D_LargeSpots_2cl_DeepLabV3.mibCfg"配置文件启用该网络，加载路径为：MIB（Microscopy Image Browser，显微图像浏览器）→菜单栏→工具→深度学习分割→选项卡→配置文件→加载；也可直接将配置文件拖拽至DeepMIB窗口中完成加载。显微图像浏览器（Microscopy Image Browser）官方网址：https://mib.helsinki.fi