jwgim

Pinned Repositories

Augmentor
Data augmentation for training 3D convolutional nets
Language:Jupyter Notebook00
cdeep3m2
Plug-and-Play deep learning for image segmentation of large-scale microscopy data
Language:Shell00
CNNectome
Scripts for building, training and validating CNNs for Connectomics
Language:Python00
DataProvider3
DataProvider for Python3
Language:Jupyter Notebook00
ffn
Flood-Filling Networks for instance segmentation in 3d volumes.
Language:Python00
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
Language:Jupyter Notebook00
spoco
PyTorch implementation of SPOCO
Language:Python00
Superhuman
Superhuman Accuracy on the SNEMI3D Connectomics Challenge
Language:Python00
waterz
Simple watershed and agglomeration library for affinity graphs.
Language:C++00

jwgim's Repositories

jwgim/pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
jwgim/Augmentor
Data augmentation for training 3D convolutional nets
jwgim/spoco
PyTorch implementation of SPOCO
jwgim/CNNectome
Scripts for building, training and validating CNNs for Connectomics
jwgim/cdeep3m2
Plug-and-Play deep learning for image segmentation of large-scale microscopy data
jwgim/waterz
Simple watershed and agglomeration library for affinity graphs.
jwgim/ffn
Flood-Filling Networks for instance segmentation in 3d volumes.
jwgim/DataProvider3
DataProvider for Python3
jwgim/Superhuman
Superhuman Accuracy on the SNEMI3D Connectomics Challenge