MIA: Microscopic Image Analyzer#
MIA is an open source, stand-alone software based on deep learning for the analysis of bioimaging data.
As the name suggest MIA is designed for microscopic imaging data, yet the software can be use for a wide range of imaging data.
Features:
Labelling of training data with multiple tools including assisted and automatic labelling
Including different applications: Classification, Segmentation, object Object Detection and Tracking
Pipeline for neural network Training with several hyperparameters to optimize and fine tune network performance
Multiple implemented network architectures and pretrained models
Model predictions and the option to correct and improve results
Compatibility with other open source projects like ImageJ or CellProfiler
Runs on windows and linux