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neuronblocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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

pointer-tenserflow

pointer tenserflow

ps-net

py-hausdorff

Fast computation of Hausdorff distance in Python

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch_connectomics

PyTorch Connectomics: segmentation toolbox for EM connectomics

robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

semseg

Semantic Segmentation in Pytorch

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

sln-amodal

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation (ACM MM2019)

stardist

StarDist - Object Detection with Star-convex Shapes

tensorflow-gan4segmentation

raw code！

tf-tutorials

a tutorials for deep learning course.

thinning-zs-1984

A fully differentiable, Tensorflow implementation of "A fast parallel algorithm for thinning digital patterns" by TY Zhang, CY Suen 1984.

timeseries

We often do time series work on R, this time I try it on python.

u-risc-data-code

The data and code of U-RISC cell membrane segmentation

unet

unet for image segmentation

unet-family

Paper and implementation of UNet-related model.

uni-em

A unified environment for DNN-based automated segmentation of neuronal EM images

viame

VIAME - Video and Image Analytics for Marine Environments

zerocostdl4mic

ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy