Getting Started with Deep Learning Training for Image Segmentation
Model and companion project for the Deep Learning tutorial.
This archive is the companion tool to follow the Training section of the Deep Learning tutorial.
The goal is to get started with the Deep Learning Training and Prediction modules, through an example learning to segment membranes and mitochondria in Transmission Electron Microscopy images of the Drosophila first instar larva ventral nerve cord.
- images and corresponding segmentation,
- 2 trained networks, corresponding to the results of each training step of the tutorial.
Courtesy of Albert Cardona. Cardona A, et al. 2010. An Integrated Micro- and Macroarchitectural Analysis of the Drosophila Brain by Computer-Assisted Serial Section Electron Microscopy. PLoS Biol 8(10): e1000502. doi:10.1371/journal.pbio.1000502.