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Top 160 image-segmentation open source projects

BMW-IntelOpenVINO-Segmentation-Inference-API

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

✭ 31

python docker cpu ai computer-vision inference swagger-ui deeplearning image-segmentation semantic-segmentation bmw nocode inference-gui openvino-toolkit

cloths segmentation

Code for binary segmentation of cloths

✭ 144

python computer-vision deep-learning image-segmentation

Joint Semi-supervised Learning of Image Registration and Segmentation

✭ 38

python semi-supervised-learning image-segmentation image-registration medical-image-analysis

Digital-Image-Processing

This repository includes all Basic Algorithms related to image Processing, these are almost without Build-in Functions

Real time instance segmentation with Mask R-CNN, live from webcam feed.

✭ 47

python shell opencv real-time livestream tensorflow keras live webcam object-detection image-segmentation rcnn instance-segmentation mask-rcnn webcam-streaming object-segmentation r-cnn

angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

✭ 76

Jupyter Notebook python shell computer-vision deep-learning pytorch medical-imaging image-segmentation

ICCV2021-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

✭ 2,022

machine-learning computer-vision deep-learning image-classification image-recognition object-detection image-segmentation action-recognition iccv2017 iccv2019 iccv2021

Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)

Brain-MRI-Segmentation

Smart India Hackathon 2019 project given by the Department of Atomic Energy

✭ 29

python machine-learning deep-learning tensorflow mri medical-imaging segmentation image-segmentation mri-images unet biomedical-image-processing brain-imaging brain-mri keras-tensorflow brain-tumor brain-tumor-segmentation

Semantic Segmentation of Underwater Imagery: Dataset and Benchmark. #IROS2020

✭ 53

python image-segmentation semantic-segmentation underwater-robotics underwater-images image-segmentation-tensorflow keras-segmentation

survey-computer-vision-2021

2021年计算机视觉技术综述分类汇总

✭ 54

computer-vision deep-learning detection image-processing survey medical-imaging image-recognition face-recognition object-detection image-segmentation object-tracking

Semantic-Segmentation-BiSeNet

Keras BiseNet architecture implementation

✭ 55

python image video simple keras image-segmentation semantic-segmentation bisenet

PyTorch-Segmentation-Zoo

A PyTorch collection of semantic segmentation tools.

✭ 33

python shell deep-learning remote-sensing image-segmentation unet

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

✭ 130

deep-neural-networks deep-learning dataset image-segmentation crack-detection crack-segmentation

Natural-color-image-segmentation

A list of papers and datasets about natural/color image segmentation (processing)

✭ 17

awesome computer-vision pattern-recognition image-segmentation natural-images affinity-graph

Brain-Tumor-Segmentation-using-Topological-Loss

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

✭ 28

python shell deep-learning topology tensorflow cnn segmentation fcn image-segmentation 3d-segmentation topology-validation losses brats brain-tumor-segmentation niftynet brats-dataset

Compose chunk operators to create a pipeline for local or distributed petabyte-scale computation

✭ 36

python shell Dockerfile image-processing chunk image-segmentation connectome volumetric-data 3d-images convnet-inference composable-operators

UnityImageSynthesisTutorial1

Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai

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Jupyter Notebook C#ShaderLab deep-learning unity pytorch image-segmentation fastai simulated-data domain-randomization

A small TensorFlow project created to test some machine learning problems

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python tensorflow medical-imaging image-segmentation

Code for my master's thesis. Instance segmentation of fluorescence microscopy images with deep learning.

✭ 38

Jupyter Notebook tensorflow keras image-segmentation microscopy

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Table-Detection-using-Deep-Learning

Table Detection using Deep Learning

✭ 24

python shell deep-learning tensorflow table object-detection image-segmentation table-detection luminoth table-detection-using-deep-learning

udacity-cvnd-projects

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

No description or website provided.

✭ 49

Jupyter Notebook python deep-neural-networks image-processing image-manipulation image-segmentation image-analysis

ZeroSimROSUnity

Robotic simulation in Unity with ROS integration.

Markov-Random-Field-Project

This project has two parts. In part one, we use markov random field to denoise an image. In Part two, we use similar model for image segmentation.

✭ 97

Jupyter Notebook image-segmentation probabilistic-graphical-models markov-random-field denoising-images

An implementation of the research paper "Retina Blood Vessel Segmentation Using A U-Net Based Convolutional Neural Network"

✭ 23

python image-segmentation medical-image-processing

fiap-ml-visao-computacional

Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP

✭ 33

Jupyter Notebook opencv machine-learning computer-vision deep-learning notebook colab transfer-learning image-segmentation fiap facial-landmarks haar-cascade-classifier image-classfication image-transformation

Video-Stabilization-and-image-mosaicing

video stabilization: stabilize the videos which is taken from wavering camera. Image mosaicing: stitches multiple, overlapping snapshot images of a video together in order to produce one large image.

✭ 16

python video-processing image-segmentation affine-transformation lucas-kanade video-stabilization opencv3-python

image-segmentation-auto-labels

A service to auto-generate masks for image segmentation

✭ 22

python shell image-segmentation opencv-python

CNN-DICOM-Segmentation

DICOM Image Segmentation with CNNs in Tensorflow

✭ 87

Jupyter Notebook tensorflow jupyter-notebook cnn medical-imaging convolutional-neural-networks image-segmentation dicom-images deconvolution deconvnet head-ct-scans

Deep-One-Shot-Logo-Retrieval

A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]

✭ 58

python tensorflow deeplearning image-segmentation one-shot-learning siamese-network logo-detection logo-retrieval one-shot-segmentation

MATBOX Microstructure analysis toolbox

MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials

✭ 27

matlab image-processing image-segmentation microstructure microstructure-generator microstructure-characterization lithium-ion-batteries

TensorFlow implementation of DeepMask and SharpMask

✭ 31

python machine-learning tensorflow ml image-recognition segmentation resnet object-detection image-segmentation sharpmask deepmask

RGBD-semantic-segmentation

A paper list of RGBD semantic segmentation (processing)

✭ 264

awesome image-segmentation rgbd semantic-segmentation indoor-scenes scene-understanding rgbd-segmentation rgbd-images

lung-segmentation

Lung segmentation for chest X-Ray images

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Jupyter Notebook python deep-learning image-segmentation unet xray lung-segmentation

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

✭ 434

python shell pytorch image-segmentation semantic-segmentation panoptic-segmentation mmdetection mmsegmentation

Deeplab-pytorch

Deeplab for semantic segmentation tasks

✭ 61

python deep-neural-networks computer-vision deep-learning neural-network cnn pytorch neural-networks deeplearning image-segmentation deeplab object-segmentation

ResUNetPlusPlus-with-CRF-and-TTA

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

✭ 98

python computer-vision deep-learning tensorflow pytorch medical-imaging segmentation convolutional-neural-networks image-segmentation unet semantic-segmentation unet-image-segmentation pytorch-implementation image-segmantation resunet resunet-architecture

Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

✭ 97

matlab java Mathematica clustering image-processing segmentation image-segmentation superpixel step-detection multilabel piecewise-constant potts-model mumford-shah-model

121-160 of 160 image-segmentation projects