All Categories → Machine Learning → segmentation

Top 449 segmentation open source projects

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

✭ 2,805

python Cuda c pytorch segmentation detection pose-estimation mask-rcnn detectron

Jejunet

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

✭ 258

java tensorflow deeplearning segmentation

Sipmask

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

✭ 255

jupyter-notebook object-detection segmentation detection tracking

Glnet

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efﬁcient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

✭ 254

python segmentation

Deep Learning For Image Processing

deep learning for image processing including classification and object-detection etc.

✭ 5,808

python HTML deep-learning pytorch object-detection classification bilibili segmentation tensorflow2

Nnunet

No description or website provided.

✭ 2,231

python segmentation

GuidedLabelling

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

✭ 35

python shell research paper segmentation cvpr pascal-voc saliency

Mask-Propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

✭ 71

python computer-vision deep-learning pytorch segmentation video-segmentation video-object-segmentation cvpr2021

superpixels-segmentation-gui-opencv

Superpixels segmentation algorithms with QT and OpenCV, with a nice GUI to colorize the cells

✭ 23

C++c QMake opencv gui qt image photography segmentation superpixels

PyTorch-UNet

PyTorch Implementation for Segmentation and Saliency Prediction

✭ 21

python segmentation unet foreground-detection saliency-detection pytorch-unet foreground-segmentation

LSDNN

A robust laser stripe extraction method for structured-light vision sensing

✭ 17

python shell segmentation

ArabicProcessingCog

A Python package that do stemming, tokenization, sentence breaking, segmentation, normalization, POS tagging for Arabic language.

✭ 19

python nlp natural-language-processing tokenizer segmentation computational-linguistics text-processing arabic-language

automated-deep-photo-style-transfer

TensorFlow implementation for the paper "Automated Deep Photo Style Transfer"

✭ 92

python deep-learning tensorflow style-transfer neural-networks segmentation

dilation-keras

Multi-Scale Context Aggregation by Dilated Convolutions in Keras.

✭ 72

python keras segmentation deeplearning dilation

cellcount

A Convolutional Neural Network for Segmenting and Counting Cells in Microscopy Images

✭ 51

TeX python computer-vision biology pytorch segmentation

nlp-pure

Natural language processing algorithms implemented in pure Ruby with minimal dependencies

✭ 19

ruby nlp rubygem gem segmentation rubynlp

PAPC

PAPC is a deep learning for point clouds platform based on pure PaddlePaddle

✭ 55

python C++classification segmentation paddlepaddle pointnet pointnet2 pointpillars voxnet pointrcnn kd-networks kd-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

CISTEM

Stemmer for German

✭ 33

c C++javascript python swift perl nlp natural-language-processing german segmentation stemmer computational-linguistics deutsch stemmers stemming german-language stemming-algorithm

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

adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

✭ 50

python segmentation adversarial-examples u-net

VOS-Paper-List

Semi-Supervised Video Object Segmentation(VOS) Paper List

✭ 28

segmentation papers vos

Baysor

Bayesian Segmentation of Spatial Transcriptomics Data

✭ 53

julia segmentation bayesian spatial-transcriptomics

deepflash2

A deep-learning pipeline for segmentation of ambiguous microscopic images.

✭ 34

Jupyter Notebook python deep-learning pytorch segmentation fastai bioimage-analysis

cluster tools

Distributed segmentation for bio-image-analysis

✭ 26

python shell segmentation connectomics bio-image-analysis watershed cluster-computing multicut 3d-segmentation microscopy-images lifted-multicut mutex-watershed

XNet

CNN implementation for medical X-Ray image segmentation

✭ 71

Jupyter Notebook python medical-imaging segmentation small-dataset

face video segment

Face Video Segmentation - Face segmentation ground truth from videos

✭ 84

C++matlab CMake video face segmentation ground-truth

tensorrt-examples

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

✭ 31

Jupyter Notebook python C++CMake computer-vision deep-learning segmentation object-detection super-resolution pose-estimation jetson tensorrt

pointnet2-pytorch

A clean PointNet++ segmentation model implementation. Support batch of samples with different number of points.

✭ 45

python point-cloud pytorch segmentation pointnet pointnet2

Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

✭ 51

awesome computer-vision survey transformer attention segmentation vit papers attention-visualization transformer-networks detr visual-transformer

Semantic-Aware-Attention-Based-Deep-Object-Co-segmentation

Semantic Aware Attention Based Deep Object Co-segmentation

✭ 61

python deep-learning pytorch attention segmentation co-segmentation

acdc segmenter

Public code for our submission to the 2017 ACDC Cardiac Segmentation challenge

✭ 68

python shell challenge deep-learning segmentation cardiac-segmentation

pyconvsegnet

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

✭ 32

python Cuda C++shell machine-learning computer-vision deep-learning pytorch neural-networks segmentation pattern-recognition semantic-segmentation scene-recognition ade20k scene-parsing pyconv

x-force

winning sloution of Digtial Manfacturing Algorithm Competition II of JinNan Tianjin

✭ 56

Jupyter Notebook python computer-vision deep-learning segmentation xray

LineSegm

Line Segmentation of Handwritten Documents using the A* Path Planning Algorithm

✭ 19

C++python shell pathfinding segmentation line-segmentation handwritten-documents

brainreg-segment

Segmentation of 3D shapes in a common anatomical space

✭ 13

python neuroscience segmentation neuroanatomy napari brainreg cellfinder

retinal-exudates-detection

exudates detection using hybrid approach (Image Morphology & Machine Learning)

✭ 53

python image clustering morphology image-processing segmentation morphological-analysis retina-image-analysis blood-vessels diabetic-retinopathy-detection retinal-images imagesegmentation fundus exudates

unet-pytorch

No description or website provided.

✭ 18

python pytorch segmentation unet

coursera-ai-for-medicine-specialization

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

instant-segment

Fast English word segmentation in Rust

✭ 49

rust python Makefile natural-language-processing segmentation

mri-deep-learning-tools

Resurces for MRI images processing and deep learning in 3D

✭ 56

detection pytorch mri medical-imaging classification segmentation

shellnet

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

✭ 80

python C++Cuda shell neural-networks classification convolution segmentation point-clouds

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

✭ 1,354