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Top 160 image-segmentation open source projects

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

✭ 928

Concise Ipython Notebooks For Deep Learning

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

✭ 23

jupyter-notebook image-processing deep-neural-networks deeplearning image-classification text-classification image-segmentation autoencoder snapshot word-embeddings text-processing text-generation

Ai sudoku

GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it

✭ 830

python machine-learning gui image-processing cnn image-segmentation

Eccv2020 Code

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

✭ 827

deep-learning computer-vision neural-network object-detection image-classification image-segmentation

Cvpr2021 Paper Code Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

✭ 8,075

deep-learning machine-learning computer-vision object-detection image-classification image-segmentation papers cvpr2019 cvpr2020 cvpr2021

Semseg

常用的语义分割架构结构综述以及代码复现

✭ 624

python deep-learning pytorch semantic-segmentation image-segmentation fcn

Efficient Segmentation Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

✭ 579

python pytorch computer-vision neural-networks segmentation semantic-segmentation image-segmentation cityscapes

Crfasrnn keras

CRF-RNN Keras/Tensorflow version

✭ 576

python tensorflow keras semantic-segmentation image-segmentation

Imagesegmentation

Perform image segmentation and background removal in javascript using superpixes

✭ 545

javascript computer-vision image-segmentation

Refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

✭ 543

matlab deep-neural-networks semantic-segmentation image-segmentation

Robot Surgery Segmentation

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

✭ 528

python jupyter-notebook deep-learning pytorch computer-vision medical-imaging image-segmentation

Keras Rcnn

Keras package for region-based convolutional neural networks (RCNNs)

✭ 526

python deep-learning tensorflow object-detection image-segmentation theano

Ternausnetv2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

✭ 521

python jupyter-notebook deep-learning pytorch computer-vision image-segmentation satellite-imagery

Awesome Robotics

A curated list of awesome links and software libraries that are useful for robots.

✭ 478

deep-learning machine-learning tensorflow awesome awesome-list reinforcement-learning list robotics optimization simulation ros physics robot point-cloud datasets image-segmentation lists sensors optimization-algorithms

Js Segment Annotator

Javascript image annotation tool based on image segmentation.

✭ 479

javascript image-segmentation

Pytorch Unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

✭ 470

jupyter-notebook semantic-segmentation image-segmentation unet fully-convolutional-networks

Caer

High-performance Vision library in Python. Scale your research, not boilerplate.

✭ 452

python deep-learning machine-learning computer-vision data-science neural-network artificial-intelligence image-processing ai opencv gpu cuda segmentation image-classification image-segmentation video-processing vision augmentation type-checking

Cvpr2021 Papers With Code

CVPR 2021 论文和开源项目合集

✭ 7,138

deep-learning machine-learning computer-vision image-processing object-detection paper image-segmentation cvpr visual-tracking cvpr2020 cvpr2021

Pytorch Nested Unet

PyTorch implementation of UNet++ (Nested U-Net).

✭ 416

python pytorch image-segmentation unet

U Net

U-Net: Convolutional Networks for Biomedical Image Segmentation

✭ 374

python keras deep-neural-networks medical-imaging image-segmentation convolutional-networks

Pixellib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

✭ 327

python machine-learning tensorflow computer-vision artificial-intelligence deeplearning semantic-segmentation image-segmentation instance-segmentation

Medpy

Medical image processing in Python

✭ 321

python machine-learning image-processing 3d image-classification 2d image-segmentation feature-extraction dicom medical

Kaggle salt bes phalanx

Winning solution for the Kaggle TGS Salt Identification Challenge.

✭ 317

python deep-learning pytorch keras semantic-segmentation image-segmentation

Neural Pipeline

Neural networks training pipeline based on PyTorch

✭ 315

python deep-learning pytorch object-detection neural-networks image-classification pipeline image-segmentation supervised-learning

Segmentation models.pytorch

Segmentation models with pretrained backbones. PyTorch.

Surface Defect Detection

🐎📈 Constantly summarizing open source dataset and important critical papers in the field of surface defect research which are very important. 🐋

✭ 287

python dataset paper image-segmentation

Segmentation models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Geospatial Machine Learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

✭ 289

deep-learning machine-learning tensorflow computer-vision keras convolutional-neural-networks classification semantic-segmentation gis geospatial image-segmentation remote-sensing satellite-imagery geoscience

Fewshot gan Unet3d

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

✭ 272

python tensorflow convolutional-neural-networks image-segmentation gans semi-supervised-learning

Tensorflow Segmentation

Semantic image segmentation in Tensorflow

✭ 260

jupyter-notebook tensorflow image-segmentation

Kaggle Carvana Image Masking Challenge

✭ 256

python deep-learning keras kaggle image-segmentation

Mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

✭ 2,875

python shell Dockerfile pytorch semantic-segmentation transformer image-segmentation vessel-segmentation pspnet medical-image-segmentation deeplabv3 retinal-vessel-segmentation realtime-segmentation swin-transformer

Image-Segmentation-Loss-Functions

some loss functions of image segmentation

✭ 56

python image-segmentation surface tensroflow loss-functions 2dversion 3dversion dice-loss

Image Segmentation

Implementation of FCN (8/16/32) in Tensorflow. 🌀 在TensorFlow框架下实现 FCN (全卷积神经网络) 。

✭ 19

python shell fcn image-segmentation segnet

ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow implementation) (IEEE ISM)

✭ 69

python tensorflow attention image-segmentation unet residual-networks medical-image-segmentation conv2d aspp squeeze-and-excitation unet-model resunet resunet-plus-plus resunet-architecture

uformer-pytorch

Implementation of Uformer, Attention-based Unet, in Pytorch

✭ 54

python deep-learning artificial-intelligence transformer image-segmentation unet

HyperDenseNet pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

✭ 58

python deep-learning pytorch segmentation image-segmentation medical-image-processing 3d-convolutional-network 3d-cnn pytorch-cnn medical-image-segmentation hyperdensenet multi-modal-imaging multi-modal-learning

TensorFlow-Advanced-Segmentation-Models

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

✭ 64

python computer-vision tensorflow segmentation fcn image-segmentation unet semantic-segmentation deeplab pspnet fpn segmentation-model segmentation-models hrnet danet ocnet cfnet acfnet ocrnet tensorflow-macos

Reproducibilty-Challenge-ECANET

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

✭ 27

python Jupyter Notebook deep-neural-networks research computer-vision deep-learning reproducible-research pytorch image-classification image-recognition convolutional-neural-networks object-detection image-segmentation reproducibility reproducible-paper mmdetection wandb cvpr2020

DLCV2018SPRING

Deep Learning for Computer Vision (CommE 5052) in NTU

✭ 38

Jupyter Notebook python recognition computer-vision deep-learning pytorch seq2seq image-generation face-recognition convolutional-neural-networks image-segmentation semantic-segmentation action-recognition many-to-many model-compression codeword feature-disentanglement

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Machine-Learning-and-Pattern-Recognition

Implementation of Machine Learning Algorithms

✭ 43

python machine-learning gaussian-mixture-models image-segmentation character-recognition bayesian-classifiers principal-component-analysis facial-reconstruction

Danesfield

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

✭ 100

python C++Cuda deep-learning satellite-imagery image-segmentation 3d-reconstruction geospatial-analytics

segmentation training pipeline

Research Pipeline for image masking/segmentation in Keras

✭ 54

python RAML keras segmentation image-segmentation

fashion-parser

Fashion item segmentation with deep learning

✭ 22

python computer-vision deep-learning fashion keras image-segmentation keras-tensorflow fashion-parsing

Paper Note

📚 记录一些自己读过的论文与笔记

✭ 22

paper convolutional-networks image-segmentation

kimimaro

Skeletonize densely labeled 3D image segmentations with TEASAR.

✭ 85

python cython C++Dockerfile shell voxel image-segmentation centerline connectomics skeletons biomedical-image-processing skeletonization volumetric-data computer-vision-algorithms teasar medial-axis-transform centerline-extraction

TrackNet-Badminton-Tracking-tensorflow2

TrackNet for badminton tracking using tensorflow2

✭ 37

python resnet image-segmentation object-tracking badminton full-convolutional-networks tensorflow2

U-Net

U-Net: Convolutional Networks for Image Segmentation by TensorFlow

✭ 19

python tensorflow image-segmentation tensorlayer

FCN-Segmentation-TensorFlow

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

✭ 34

Jupyter Notebook python tensorflow cnn segmentation fcn image-segmentation semantic-segmentation pascal-voc fcn-8s fcn-16s fcn-paper camvid fcn-model kitty-road fcn-training

Entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Image Processing

Image Processing techniques using OpenCV and Python.

InstantDL

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

✭ 33

python docker deep-learning gpu regression classification image-segmentation semantic-segmentation instance-segmentation pixel-wise-regression

mliis

Code for meta-learning initializations for image segmentation

✭ 21

python shell machine-learning tensorflow image-segmentation maml meta-learning

superpixels-segmentation

Research internship - Image segmentation by superpixels based on PyTorch

✭ 15

TeX Jupyter Notebook python machine-learning deep-neural-networks computer-vision deep-learning neural-network pytorch deeplearning convolutional-neural-networks image-segmentation superpixels superpixel-algorithm superpixels-segmentation superpixel-partition

basic-image-eda

A simple image dataset EDA tool (CLI / Code)

✭ 51

python visualization computer-vision deep-learning eda cnn dataset image-classification image-dataset image-segmentation

DeepSegmentor

A Pytorch implementation of DeepCrack and RoadNet projects.

✭ 152

python shell TeX deep-neural-networks deep-learning dataset edge-detection image-segmentation centerline-detection road-detection multi-task-learning crack-detection

VNet

Prostate MR Image Segmentation 2012

✭ 54

python challenge bmp medical-imaging segmentation image-segmentation python35 vnet tensroflow prostate loss segmentation-network groupnormalization

MIRACL

Multi-modal Image Registration And Connectivity anaLysis

✭ 23

python shell ImageJ Macro network neuroscience mri connectivity neuroimaging image-segmentation brain image-registration biomedical clarity atlases

61-120 of 160 image-segmentation projects

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