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Search results for python image segmentation

image-segmentation x

392 search results found

Albumentations ⭐ 13,343

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

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

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.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

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

Ailia Models ⭐ 1,708

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

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

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

Attention Gated Networks ⭐ 1,099

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

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/

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.

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

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Keras Rcnn ⭐ 496

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

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

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

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

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.)

Aligning and Prompting Everything All at Once for Universal Visual Perception

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)

Neural Pipeline ⭐ 314

Neural networks training pipeline based on PyTorch

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"

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

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

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

Meanshift_py ⭐ 254

Simple implementation of mean shift clustering in python

Kaggle Carvana Image Masking Challenge ⭐ 253

Fewshot_gan Unet3d ⭐ 239

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

Pytorch Nested Unet ⭐ 232

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

Yolov7 Segmentation ⭐ 231

YOLOv7 Instance Segmentation using OpenCV and PyTorch

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.

U2net_torch ⭐ 219

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

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))

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.

Zf_unet_224_pretrained_model ⭐ 201

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

Pytorch Unsupervised Segmentation ⭐ 197

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Smoothly Blend Image Patches ⭐ 193

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Osmdeepod ⭐ 188

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Train Deeplab ⭐ 178

Train DeepLab for Semantic Image Segmentation

Page to PAGE Layout Analysis Tool

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

Multi Scale Attention ⭐ 166

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

Deeplab V2 Resnet 101 Tensorflow ⭐ 164

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Pixelobjectness ⭐ 150

Generic Foreground Segmentation in Images

Kaggle_dstl_submission ⭐ 146

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation (CVPR 2022)

Vnet Tensorflow ⭐ 140

Implementation of vnet in tensorflow for medical image segmentation

Danesfield ⭐ 136

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

Resunetplusplus ⭐ 135

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

Trimap_generator ⭐ 135

Generating automatic trimap through pixel dilation and strongly-connected-component algorithms

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Keras Image Segmentation ⭐ 130

Image segmentation with keras. FCN, Unet, DeepLab V3 plus, Mask RCNN ... etc.

Deepliif ⭐ 126

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]

Tensorflow Advanced Segmentation Models ⭐ 125

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

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Detectree ⭐ 120

Tree detection from aerial imagery in Python

Open Solution Salt Identification ⭐ 120

Open solution to the TGS Salt Identification Challenge

Text_segmentation_image_inpainting ⭐ 120

Active Contour Loss ⭐ 117

Implementation of active contour loss function

Easyportrait ⭐ 116

EasyPortrait - Face Parsing and Portrait Segmentation Dataset

Super Bpd ⭐ 116

Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

3d Unet Tensorflow ⭐ 115

3D Unet for Isointense Infant Brain Image Segmentation

Kimimaro ⭐ 113

Skeletonize densely labeled 3D image segmentations with TEASAR. (Medial Axis Transform)

Segformer Pytorch ⭐ 111

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

Smriprep ⭐ 111

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

Mobile Segmentation ⭐ 107

Real-time semantic image segmentation on mobile devices

Resunetplusplus With Crf And Tta ⭐ 106

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

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