Benchmarking of deep learning algorithms for 3D instance segmentation of confocal image datasets
Fig 2
Displaying all the 3D segmentation pipelines together.
The green colored boxes indicate the training process for the respective pipeline. The blue boxes indicate the predicted, semantic segmentations generated by the trained DL algorithms, and the orange boxes indicate phases of postprocessing, leading to the final instance segmentation. The MARS pipeline doesn’t include a training or postprocessing step, but parameter tuning is required. 3D, three-dimensional.