pretrained-microscopy-models

The pretrained_microscopy_models repository provides deep learning models for microscopy segmentation and analysis, enabling users to build models with limited training data through transfer learning from a vast dataset of microscopy images. The toolkit includes downloadable pretrained MicroNet encoders compatible with popular libraries, facilitating semantic segmentation and classification tasks. Key features include ease of use with existing frameworks like segmentation_models.pytorch, comprehensive examples for implementation, and a repository for sharing micrographs to enhance model performance.