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Deeplab Pytorch ⭐ 60

Deeplab for semantic segmentation tasks

Unityimagesynthesistutorial1 ⭐ 60

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

Deepcell Label ⭐ 60

Cloud-based data annotation tools for biological images

DEL: Deep Embedding Learning for Efficient Image Segmentation

Sky Detector ⭐ 59

Sky area detection without deep neural networks https://maybeshewill-cv.github.io/sky-detector/

Awesome Segmentations ⭐ 59

Lots of semantic image segmentation implementations in Tensorflow/Keras

Cnn Dicom Segmentation ⭐ 57

DICOM Image Segmentation with CNNs in Tensorflow

this is a simple demo for image segmentation.----unet网络进行语义分割的demo，用的数据集是KITTI

Tcga_segmentation ⭐ 57

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

Unsupervised Image Segmentation By Wnet With Normalizedcut ⭐ 56

A tensorflow implementation of WNet for unsupervised image segmentation on PASCAL VOC 2012 dataset

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"

Tensorflow Deeplab_v3_plus ⭐ 54

图像分割算法deeplab_v3+，基于tensorflow，中文注释，摄像头可用

Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs

Segmentation_training_pipeline ⭐ 53

Research Pipeline for image masking/segmentation in Keras

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

Lung Segmentation ⭐ 52

Lung segmentation for chest X-Ray images

Interactive Image Segmentation Opencv Qt ⭐ 52

A simple interactive image segmentation app by opencv and qt. 使用opencv进行交互式抠图。

U Net Satellite ⭐ 51

Road Detection from satellite images using U-Net.

Unet_darknet ⭐ 51

U-Net implementation on darknet (semantic segmentation)

U-net segmentation network in Tensorflow

Tf.keras Commonly Used Models ⭐ 50

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X

Semantic Segmentation Bisenet ⭐ 49

Keras BiseNet architecture implementation

Interactive_segmentation_models ⭐ 48

Literature Review for Interactive annotation/segmentation

Deeplabv3plus Keras ⭐ 48

deeplabv3plus (Google's new algorithm for semantic segmentation) in keras：Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Chunkflow ⭐ 47

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

Unet Ants ⭐ 46

UNet deep learning model for medical image segmentation

Dubai Satellite Imagery Segmentation ⭐ 45

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

Medicalimagesegmentation ⭐ 45

This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the expertise in deep learning and optimization techniques to the medical image analysis domain.

Cnn_hsic_mrf ⭐ 45

This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification

Image Segmenter Android ⭐ 45

Realtime Image Segmentation on Android

Image_segmentation_examples ⭐ 44

Examples of Image Segmentation with Mask R-CNN from PyImageConf 2018

Deeplabv3plus ⭐ 44

deeplabv3plus2018:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Yolov8 Object Detection Tracking Image Segmentation Pose Estimation ⭐ 44

YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. This app uses an UI made with streamlit and it can be deployed with Docker.

Prostate MR Image Segmentation 2012

Unsupervised Medical Image Segmentation ⭐ 42

Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".

Duck Net ⭐ 41

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

Uformer Pytorch ⭐ 41

Implementation of Uformer, Attention-based Unet, in Pytorch

Tools for Plant Image Analysis

Isaac_ros_image_segmentation ⭐ 40

Hardware-accelerated, deep learned semantic image segmentation

Deep One Shot Logo Retrieval ⭐ 40

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

Unet Tensorflow ⭐ 40

Tensorflow implement of U-Net

Magic Vnet ⭐ 40

VNet for 3d volume segmentation

Scale Adaptive Network ⭐ 40

Semantic Image Segmentation by Scale-Adaptive Networks (TIP 2019)

Fiap Ml Visao Computacional ⭐ 39

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

Picsarthack Binary Segmentation ⭐ 39

Segmenting people on photos using IOS devices [Pytorch; Unet]

Semantic Segmentation Of Remote Sensing Images ⭐ 39

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Seg Torch ⭐ 39

Segmentation with deep learning

Image Segmentation ⭐ 38

Edge detection and morphological operators in OpenCV and JavaFX

Imageseg Kmeans ⭐ 38

💠 Image Segmentation using K-Means

Basic Image Eda ⭐ 37

A simple image dataset EDA tool (CLI / Code)

Acc Unet ⭐ 37

ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets

Automatic_tagging_of_clothing_in_e Commerce ⭐ 37

Automatic tagging of clothing in E-Commerce, Using Tensorflow and GCP. Classify the clothing products into various categories using Machine Learning.

Markov Random Field Project ⭐ 37

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.

Hyperbolicimagesegmentation ⭐ 37

Hyperbolic Image Segmentation, CVPR 2022

Pytorch Licenseplate Segmentation ⭐ 37

Pretrained Pytorch license plate segmentation model (DeepLabV3 with ResNet-101 backbone)

Retinal Exudates Detection ⭐ 36

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

Interactiveimagegraphcutsegmentation ⭐ 36

An ITK/VTK implementation of graph cuts based image segmentation

Skintoneclassifier ⭐ 36

An easy-to-use library for skin tone classification

Official PyTorch code for U-Noise: Learnable Noise Masks for Interpretable Image Segmentation (to appear in ICIP 2021)

Retinal Vessel Segmentation ⭐ 35

Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.

Instantdl ⭐ 35

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

Opencv.meanshift ⭐ 35

Mean Shift Segmentation using OPENCV

Aics Segmentation ⭐ 35

AICS Segmentation (One-Way) Mirror

Wastedata Mask_rcnn Multiple Classes ⭐ 35

predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version

Medical Image Ceil Segment

Implements the DBSCAN Clustering algorithm

Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.

Deep Image Segmentation with Interactive Refinement

Udacity Cvnd Projects ⭐ 34

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

Fcn Segmentation Tensorflow ⭐ 34

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

A nifty library for graph based image segmentation.

Image Segmentation Using Tiramisu ⭐ 34

Image segmenation using deep learning - Tiramisu

Image Segmentation On Faces ⭐ 33

A Keras-Tensorflow Fully Convolutional Network that performs image segmentation on faces

Deeplab_pytorch ⭐ 33

All version of deeplab implemented in Pytorch

Image Segmentation Loss Functions ⭐ 33

some loss functions of image segmentation

Image_segmentation_chromosomes ⭐ 33

IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.

Bayesian Cyclegan ⭐ 32

Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

U Net Segmentation ⭐ 32

image segmentation / object detection / keras

Deepfish ⭐ 32

This repository provides cytogenetics related datasets to investigate the semantic segmentation

Dlcv2018spring ⭐ 32

Deep Learning for Computer Vision (CommE 5052) in NTU

Code for the paper "Reinforced Active Learning for Image Segmentation"

Pytorch Segmentation Zoo ⭐ 31

A PyTorch collection of semantic segmentation tools.

Survey Computer Vision 2021 ⭐ 31

2021年计算机视觉技术综述分类汇总

Multi Atlas Segmentation ⭐ 31

Multi Atlas Segmentation and Morphometric analysis toolkit (MASMAT) for mouse brain MRI

Bmw Intelopenvino Segmentation Inference Api ⭐ 31

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

Tensorflow Lite Examples Android ⭐ 31

Examples of Tensorflow Lite on Android

Huawei Hms Mlkit Sample ⭐ 31

HUAWEI HMS meachine learning services demo apk download.

Isprs Classification With An Edge ⭐ 31

Matbox_microstructure_analysis_toolbox ⭐ 30

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

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation (ICCV2023)

Levelset Shapeprior Deeplearning ⭐ 30

Open codes for paper "Level Set based Shape Prior and Deep Learning for Image Segmentation"

Grabcut Graphcut ⭐ 30

Matlab implementation of GrabCut and GraphCut for interactive image segmentation

Segmentation ⭐ 29

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

Napari_pyclesperanto_assistant ⭐ 29

GPU-accelerated general purpose image processing and image analysis in napari

Optical Flow ⭐ 29

Implementation of Lucas-Kanade optical flow algorithm.

Multi-modal Image Registration And Connectivity anaLysis

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