Emma's repositories
U-RISC-Data-Code
The data and code of U-RISC cell membrane segmentation
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
DeepPHiC
Resources for DeepPHiC model
emmasrh.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
Eval4EM
Evalation for EM 2D and 3D image segmentation task
metrics_delin
Leonardo Citraro, Mateusz Kozinski, Pascal Fua, Towards Reliable Evaluation of Road Network Reconstructions, ECCV 2020
mkdocs
Project documentation with Markdown.
NeuronBlocks
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
OneFormer
[Preprint] OneFormer: One Transformer to Rule Universal Image Segmentation, 2022
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
PerceptualSimilarity
LPIPS metric. pip install lpips
pku-cs-self-learning
计算机自学指南
py-hausdorff
Fast computation of Hausdorff distance in Python
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
pytorch_connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
SLN-Amodal
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation (ACM MM2019)
UNet-family
Paper and implementation of UNet-related model.
ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy