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Search results for deep learning image segmentation
deep-learning
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image-segmentation
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188 search results found
Albumentations
⭐
13,493
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
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12,148
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集,极市团队整理
U 2 Net
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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."
Unet
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4,218
unet for image segmentation
Notebooks
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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
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3,151
Accelerated deep learning R&D
Deepdetect
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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
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2,200
ICCV2021/2019/2017 论文/代码/解读/直播合集,极市团队整理
Surface Defect Detection
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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.
Coco Annotator
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1,743
✏️ Web-based image segmentation tool for object detection, localization, and keypoints
Labelbox Custom Labeling Apps
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1,741
Explore example custom labeling apps built with Labelbox SDK
Ailia Models
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1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Universal Data Tool
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1,612
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Tf_unet
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1,582
Generic U-Net Tensorflow implementation for image segmentation
Eccv2022 Papers With Code
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1,524
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
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1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
Training_extensions
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1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Medicalzoopytorch
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896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Medsegdiff
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831
Medical Image Segmentation with Diffusion Model
Pixellib
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828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Awesome Robotics
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817
A curated list of awesome links and software libraries that are useful for robots.
Cleanvision
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739
Automatically find issues in image datasets and practice data-centric computer vision.
Caer
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691
High-performance Vision library in Python. Scale your research, not boilerplate.
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Semseg
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527
常用的语义分割架构结构综述以及代码复现
Ternausnetv2
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500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Keras Rcnn
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496
Keras package for region-based convolutional neural networks (RCNNs)
Robot Surgery Segmentation
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475
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Miscnn
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338
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
Hms Ml Demo
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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.
Neural Pipeline
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314
Neural networks training pipeline based on PyTorch
Paddlers
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303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
Segmentation_keras
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292
DilatedNet in Keras for image segmentation
Cloth Segmentation
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284
This repo contains code and a pre-trained model for clothes segmentation.
Cnnvisualizer
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273
Visualizer for Deep Neural Networks
Kaggle_salt_bes_phalanx
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270
Winning solution for the Kaggle TGS Salt Identification Challenge.
Unet Zoo
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262
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
Solt
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262
Streaming over lightweight data transformations
Kaggle Carvana Image Masking Challenge
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253
Meduncertainty
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251
Uncertainty in Medical Image Analysis
Unet
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249
U-Net Biomedical Image Segmentation
Brain Tumor Segmentation
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248
Brain Tumor Segmentation done using U-Net Architecture.
2020 Cbms Doubleu Net
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207
DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
Geospatial Machine Learning
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196
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Keras Unet
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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
Osmdeepod
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188
OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").
Deepsegmentor
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183
A Pytorch implementation of DeepCrack and RoadNet projects.
Segnet
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180
A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Multi Scale Attention
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166
Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"
Deeplab V2 Resnet 101 Tensorflow
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164
An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.
Deepcrack
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157
DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.
Deep Unet For Satellite Image Segmentation
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155
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Pixelobjectness
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150
Generic Foreground Segmentation in Images
Cvpr 2022 Papers
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136
CVPR 2022 papers with code (论文及代码)
Danesfield
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136
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
Livianet
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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"
Semantic_seg_paper_collection
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128
Deepliif
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126
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]
Ailearnnotes
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122
Artificial Intelligence Learning Notes.
Open Solution Salt Identification
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120
Open solution to the TGS Salt Identification Challenge
Active Contour Loss
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117
Implementation of active contour loss function
Easyportrait
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116
EasyPortrait - Face Parsing and Portrait Segmentation Dataset
Segformer Pytorch
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111
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
Fusionseg
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106
Video Object Segmentation
Resunetplusplus With Crf And Tta
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106
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
Hyperdensenet
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106
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Iris
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105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
People_segmentation
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97
Code for the model to segment people at the image
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Keras Icnet
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85
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
Torchflare
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83
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Ctisped
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74
UNet series network architectures (UNet, R2UNet, Attention UNet, Nested UNet, Tiny UNet etc.), combined with joint training of YOLO and other networks
Xcloud
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68
Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)
Turkey
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64
Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data
Angiodysplasia Segmentation
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61
Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization
Unityimagesynthesistutorial1
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60
Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
Del
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60
DEL: Deep Embedding Learning for Efficient Image Segmentation
Deeplab Pytorch
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60
Deeplab for semantic segmentation tasks
Sky Detector
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59
Sky area detection without deep neural networks https://maybeshewill-cv.github.io/sky-detector/
Deep Learning For Earth Observation
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56
Application of deep learning for earth observation.
How To Train Your Neural Net
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55
Deep learning research implemented on notebooks using PyTorch.
Torchok
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53
Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤
Lung Segmentation
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52
Lung segmentation for chest X-Ray images
U Net Satellite
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51
Road Detection from satellite images using U-Net.
Interactive_segmentation_models
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48
Literature Review for Interactive annotation/segmentation
Medicalimagesegmentation
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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.
Dubai Satellite Imagery Segmentation
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45
Multi-Class Semantic Segmentation on Dubai's Satellite Images.
Yolov8 Object Detection Tracking Image Segmentation Pose Estimation
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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.
Uformer Pytorch
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41
Implementation of Uformer, Attention-based Unet, in Pytorch
Deep One Shot Logo Retrieval
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40
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
Picsarthack Binary Segmentation
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39
Segmenting people on photos using IOS devices [Pytorch; Unet]
Fiap Ml Visao Computacional
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39
Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP
Seg Torch
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39
Segmentation with deep learning
Deep Learning With Python 2nd
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39
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
Automatic_tagging_of_clothing_in_e Commerce
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37
Automatic tagging of clothing in E-Commerce, Using Tensorflow and GCP. Classify the clothing products into various categories using Machine Learning.
Basic Image Eda
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37
A simple image dataset EDA tool (CLI / Code)
Wastedata Mask_rcnn Multiple Classes
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35
predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version
Instantdl
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35
InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification
Vae Bss
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34
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
Disir
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34
Deep Image Segmentation with Interactive Refinement
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