398 Open source projects that are alternatives of or similar to Nnunet

Pytorch framework for doing deep learning on point clouds.

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

PyTorch Implementation of some RGBD Semantic Segmentation models.

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Deep Vessel Segmentation by Learning Graphical Connectivity

DeepSeg : 4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

The U-Net Segmentation plugin for Fiji (ImageJ)

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

C++ implementation pool for computer vision R&D projects.

Unsupervised instance segmentation via active robot interaction

DeeplabV2 segmentation in Keras.

CNNs for semantic segmentation using Keras library

Crop/Weed Field Image Dataset

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

3DUNet implemented with pytorch

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

The code includes all the file that you need in the training stage for FCN

Repository of my fashion-parsing project. This project is put on hold since I am doing another project now, but will debug if bugs are reported.

Tensorflow implementation of the V-Net architecture for medical imaging segmentation.

PyTorch Connectomics: segmentation toolbox for EM connectomics

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

TFslim based semantic segmentation models, modular&extensible boutique design

Hand detection software built with OpenCV.

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

Slicer extensions index

Tensorflow Implementation of Pixel Transposed Convolutional Networks (PixelTCN and PixelTCL)

🎨 🎨 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Tensorflow implementation : U-net and FCN with global convolution

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

KiTS19——2019 Kidney Tumor Segmentation Challenge

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

An Implementation of Fully Convolutional Networks in Tensorflow.

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

3D Unet Equipped with Advanced Deep Learning Methods

Patch-based 3D U-Net for brain tumor segmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

Annotation of ECG signals using deep learning, tensorflow’ Keras

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Generalized Data-free Universal Adversarial Perturbations

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

Switchable Normalization for semantic image segmentation and scene parsing.

《深度学习与计算机视觉》配套代码

Convolutional Neural Network for 3D meshes in PyTorch

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

💨Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱

Source code for an ACL2016 paper of Chinese word segmentation

Data Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning

(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

Pointwise Rotation-Invariant Network (AAAI 2020)

Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch

Keras implementation for Pointnet

CRF-RNN PyTorch version http://crfasrnn.torr.vision

A place for the development version of the changepoint package on CRAN.

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)