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image-segmentation x

700 search results found

Albumentations ⭐ 13,417

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Cvpr2023 Paper Code Interpretation ⭐ 12,148

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

U 2 Net ⭐ 8,101

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Paddleseg ⭐ 7,961

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

Mmsegmentation ⭐ 6,974

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

unet for image segmentation

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Iccv2023 Paper Code Interpretation ⭐ 2,200

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

Surface Defect Detection ⭐ 1,820

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

3dunetcnn ⭐ 1,750

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Coco Annotator ⭐ 1,743

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

Labelbox Custom Labeling Apps ⭐ 1,741

Explore example custom labeling apps built with Labelbox SDK

Ailia Models ⭐ 1,708

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

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Ssl4mis ⭐ 1,595

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Tf_unet ⭐ 1,582

Generic U-Net Tensorflow implementation for image segmentation

Eccv2022 Papers With Code ⭐ 1,521

ECCV 2022 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

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Training_extensions ⭐ 1,119

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Advanced Normalization Tools (ANTs)

Attention Gated Networks ⭐ 1,099

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Oneformer ⭐ 1,066

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

Unet Family ⭐ 1,029

Paper and implementation of UNet-related model.

Ternausnet ⭐ 1,008

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

Ai_sudoku ⭐ 945

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

Lovaszsoftmax ⭐ 941

Code for the Lovász-Softmax loss (CVPR 2018)

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Medsegdiff ⭐ 831

Medical Image Segmentation with Diffusion Model

Pixellib ⭐ 828

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

Awesome Robotics ⭐ 817

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

Cleanvision ⭐ 739

Automatically find issues in image datasets and practice data-centric computer vision.

Dilation ⭐ 715

Dilated Convolution for Semantic Image Segmentation

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

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

Crfasrnn_keras ⭐ 586

CRF-RNN Keras/Tensorflow version

常用的语义分割架构结构综述以及代码复现

Medical image processing in Python

Captcha_recognize ⭐ 516

Image Recognition captcha without image segmentation 无需图片分割的验证码识别

Refinenet ⭐ 500

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

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Keras Rcnn ⭐ 496

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

Awesome Referring Image Segmentation ⭐ 481

📚 A collection of papers about Referring Image Segmentation.

Robot Surgery Segmentation ⭐ 475

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

Morphsnakes ⭐ 447

Morphological snakes for image segmentation and tracking

Js Segment Annotator ⭐ 445

Javascript image annotation tool based on image segmentation.

End To End For Chinese Plate Recognition ⭐ 432

基于u-net，cv2以及cnn的中文车牌定位，矫正和端到端识别软件，其中unet和cv2用于车牌定

Vnet.pytorch ⭐ 421

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Segmentation.x ⭐ 410

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Ai News ⭐ 361

Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CV

Pytorch Unet ⭐ 357

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

Autodeeplab ⭐ 342

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

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

Hms Ml Demo ⭐ 333

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

Deeplab V3plus ⭐ 326

A higher performance pytorch implementation of DeepLab V3 Plus(DeepLab v3+)

Efficient Segmentation Networks ⭐ 323

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.)

Clothing Co Parsing ⭐ 321

CCP dataset from "Clothing Co-Parsing by Joint Image Segmentation and Labeling " (CVPR 2014)

Aligning and Prompting Everything All at Once for Universal Visual Perception

Neural Pipeline ⭐ 314

Neural networks training pipeline based on PyTorch

Self Supervised Fewshot Medical Image Segmentation ⭐ 314

[ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Unet_keras ⭐ 302

unet_keras use image Semantic segmentation

Brainstorm ⭐ 300

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

Multiresunet ⭐ 298

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

Rgbd Semantic Segmentation ⭐ 290

A paper list of RGBD semantic segmentation (processing)

Pyimsegm ⭐ 289

Image segmentation - general superpixel segmentation & center detection & region growing

Cloth Segmentation ⭐ 284

This repo contains code and a pre-trained model for clothes segmentation.

Denseaspp ⭐ 275

DenseASPP for Semantic Segmentation in Street Scenes

Full Resolution Residual Networks for Semantic Image Segmentation

Cnnvisualizer ⭐ 273

Visualizer for Deep Neural Networks

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Streaming over lightweight data transformations

Awesome Nas Papers ⭐ 258

Awesome Neural Architecture Search Papers

Awesome Segment Anything Extensions ⭐ 255

Segment-anything related awesome extensions/projects/repos.

Meanshift_py ⭐ 254

Simple implementation of mean shift clustering in python

Kaggle Carvana Image Masking Challenge ⭐ 253

Meduncertainty ⭐ 251

Uncertainty in Medical Image Analysis

U-Net Biomedical Image Segmentation

Brain Tumor Segmentation ⭐ 248

Brain Tumor Segmentation done using U-Net Architecture.

Tensorflow Segmentation ⭐ 247

Semantic image segmentation in Tensorflow

Fewshot_gan Unet3d ⭐ 239

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

Piccante ⭐ 238

The hottest High Dynamic Range (HDR) Library

Pytorch Nested Unet ⭐ 232

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

Yolov7 Segmentation ⭐ 231

YOLOv7 Instance Segmentation using OpenCV and PyTorch

U2net_torch ⭐ 219

MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation

Isp Guide ⭐ 219

Image Signal Processing (ISP) Guide. Learn all about the process of converting an image/video into digital form by performing tasks like noise reduction, filtering, auto exposure, autofocus, HDR correction, and image sharpening with a Specialized type of media processor.

Automatic Leaf Infection Identifier ⭐ 217

Automatic detection of plant diseases

Image_processing ⭐ 208

Image Processing techniques using OpenCV and Python.

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

Eccv2022 Papers With Code Demo ⭐ 207

收集 ECCV 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

Signature_extractor ⭐ 203

A super lightweight image processing algorithm for detection and extraction of overlapped handwritten signatures on scanned documents using OpenCV and scikit-image.

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