segmentation-models

There are 10 repositories under segmentation-models topic.

qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
segmentation image-processing pspnet linknet unet unet-pytorch pytorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models pretrained-backbones unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights hacktoberfest
Language:Python 8897
qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Language:Python 4619
MedicalZooPytorch
black0017 / MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
segmentation deep-learning pytorch medical-imaging medical-image-processing medical-image-segmentation 3d-convolutional-network brats2019 brats2018 densenet resnet iseg-challenge iseg mrbrains18 unet unet-image-segmentation segmentation-models
Language:Python 1625
guanfuchen / semseg
常用的语义分割架构结构综述以及代码复现华为媒体研究院图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg
semantic-segmentation deep-learning pytorch fcn segnet erfnet enet drn lrn label-refinement-network image-segmentation segmentation-networks segmentation-models deeplab bisenet frrn shufflenet future-semantic-segmentation gcn
Language:Python 750
GeoTorchAI
wherobots / GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet satellite-classification
Language:Jupyter Notebook 460
nibtehaz / MultiResUNet
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
medical-imaging segmentation-models
Language:Jupyter Notebook 404
CPM
VinAIResearch / CPM
💄 Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)
makeup-transfer gan cyclegan makeup color cvpr2021 segmentation-models color-matching face-manipulation computer-vision cvpr color-transfer pattern-detection
Language:Python 351
ecsplendid / rembg-greenscreen
Rembg Video Virtual Green Screen Edition
video greenscreen segmentation segmentation-models deeplearning
Language:Python 253
DebeshJha / 2020-CBMS-DoubleU-Net
Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
semantic-segmentation cnn-keras u-net doubleunet unet-image-segmentation tensoflow doubleu-net segmentation-models pytorch-implementation convolutional-neural-networks deep-learning image-segmentation medical-imaging unet
Language:Python 224
NITR098 / Awesome-U-Net
Official repo for Medical Image Segmentation Review: The success of U-Net
medical-image-processing medical-image-segmentation segmentation-models transformer u-net unet-image-segmentation unet-pytorch
Language:Jupyter Notebook 220
junqiangchen / PytorchDeepLearing
Meidcal Image Segmentation Pytorch Version
classification-model flask flask-application pytorch-implementation segmentation-models unet-image-segmentation vnet3d
Language:Python 166
TensorFlow-Advanced-Segmentation-Models
JanMarcelKezmann / TensorFlow-Advanced-Segmentation-Models
A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.
segmentation-models tensorflow computer-vision semantic-segmentation segmentation-model unet segmentation pspnet fpn fcn deeplab danet ocnet cfnet acfnet ocrnet hrnet image-segmentation tensorflow-macos
Language:Python 149
rezazad68 / TMUnet
Contextual Attention Network: Transformer Meets U-Net
deep-learning semantic-segmentation pytorch transformers unet skin-cancer pathology-image unet-image-segmentation segmentation-models
Language:Jupyter Notebook 91
NEU-DET-Steel-Surface-Defect-Detection
siddhartamukherjee / NEU-DET-Steel-Surface-Defect-Detection
This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
neu-det defect-detection defect-prediction segmentation-models unet-image-segmentation unet-pytorch resnet resnet-18 pytorch deep-learning deep-neural-networks
Language:Jupyter Notebook 71
htcr / sam_road
Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024
autonomous-driving computer-vision graph graph-neural-networks mapping navigation remote-sensing segment-anything segmentation-models transformers
Language:Python 64
vladiH / flutter_vision
A Flutter plugin for managing both Yolov5 model and Tesseract v4, accessing with TensorFlow Lite 2.x. Support object detection, segmentation and OCR on both iOS and Android.
detection-model ocr-recognition segmentation-models yolov5 yolov8
Language:Java 62
Kaiseem / SLAug
[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"
aaai2023 domain-generalization medical-image-segmentation single-source-domain-generalization domain domain-adaptation segmentation-models
Language:Jupyter Notebook 60
DoctorKey / C-3PO
[PR] How to Reduce Change Detection to Semantic Segmentation
change-detection pytorch-implementation scene-change-detection segmentation-models
Language:Python 52
luisCartoGeo / GeoAI_Plugin
Plugin para ejecutar el modelo de META Segment Anything en QGIS
python3 qgis3-plugin sam segmentation-models torch
Language:Python 50
jcwang123 / xboundformer
[TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
medical-image-processing segmentation-models transformers-models
Language:Python 38
avakanski / Attention-Enriched-DL-Model-for-Breast-Tumor-Segmentation
Salient attention U-Net model for tumor segmentation in breast ultrasound images, based on visual saliency maps
deep-learning segmentation-models medical-imaging
Language:Jupyter Notebook 34
gopinath-balu / computer_vision
Computer vision models
image-classification image-recognition object-detection segmentation-models
Language:Python 33
Kazuhito00 / Skin-Clothes-Hair-Segmentation-using-SMP
3クラス(肌、服、髪)のセマンティックセグメンテーションを実施するモデル(A model that performs semantic segmentation of 3 classes(skin, clothes, hair))
pytorcch segmentation-models segmentation segmentation-models-pytorch unet-plusplus deeplab-v3-plus pan onnx
Language:Jupyter Notebook 32
orobix / quadra
Quadra: Effortless and reproducible deep learning workflows with configuration files.
anomaly-detection computer-vision deep-learning hydra lightning-ai pytorch pytorch-lightning segmentation-models
Language:Python 30
prateekralhan / Segment-Anything-Streamlit
Streamlit based implementation for the The Segment Anything Model (SAM) developed by Meta AI research
facebook-research opensourceforgood python3 segment-anything segmentation-models streamlit-webapp
Language:Python 25
koriavinash1 / DigitalHistoPath
histopathology digital-pathology whole-slide-imaging deep-learning uncertainty-quantification digestpath paip camelyon16 camelyon camelyon17 segmentation-models
Language:Jupyter Notebook 23
fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature
This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)
ct-imaging deep-learning 3d 3d-cnn segmentation-models segmentation-features tensorflow2 weakly-supervised-learning weakly-supervised-classification densevnet3d lung-disease feature-aggregation multi-resolution tfrecords multi-label-classification multi-label-loss weighted-loss weight-binary-crossentrophy spie-cad spie-cad-2020
Language:Python 21
rezazad68 / transnorm
transnorm
pytorch deep-learning medical-image-processing medical-image-segmentation segmentation-models semantic-segmentation skin-cancer supervised-learning synapse transformer unet unet-image-segmentation
Language:Jupyter Notebook 20
saadwazir / HistoSeg
HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This repo contains the code to Test and Train the HistoSeg
monuseg monuseg-challenge histological-images histology-images segmentation semantic-segmentation attention-mechanism self-attention nuclie-segmentation dice-loss focal-loss medical-image-segmentation image-segmentation glas segmentation-models unet deeplab-v3-plus unet-segmentation histological-image-segmentation
Language:Python 18
karasawatakumi / monodepth-dev
Monocular depth estimation by segmentation models for NYU-depth v2 dataset. Simple PyTorch Lightning implementation.
monocular-depth-estimation segmentation-models nyu2 docker docker-compose pytorch pytorch-lightning monodepth omegaconf
Language:Python 16
ZFTurbo / segmentation_models_pytorch_3d
Segmentation models for 3D data with different backbones. PyTorch.
3d 3d-models pretrained-models pytorch segmentation segmentation-models unet-segmentation
Language:Python 14
AxDante / SAAMI
Automatic segment and generate masks for any 3D medical images using SAM model without prompt
3d-segmentation medical-image-segmentation medical-imaging segment-anything segment-anything-model segmentation-models medical sam saami mri mri-segmentation
Language:Python 13
AbhishekRS4 / HTSM_Oil_Spill_Segmentation
HTSM Masterwork
oil-spill segmentation-based-detection segmentation-models semantic-segmentation deep-learning encoder-decoder-model supervised-learning computer-vision docker-deployment streamlit-application
Language:Jupyter Notebook 11
DebeshJha / DoubleUNet
PyTorch implementation of DoubleUNet for medical image segmentation
data-science data-science-bowl-2018 doubleunet image-segmentation-pytorch medical-image-analysis medical-image-segmentation medical-imaging polyp-segmentation segmentation-models skin-lesion-segmentation unet unet-image-segmentation
Language:Python 10
rachitsaluja / BraTS-2023-Metrics
Official BraTS 2023 Segmentation Performance Metrics
brats brats-challenge deep-learning performance-metrics segmentation segmentation-models
Language:Python 8
vipulvs91 / Thermal-Image-segmentation
Neural Networks and Deep Learning Course Project
neural-network deep-neural-networks deep-learning deep-learning-algorithms segmentation-based-detection segmentation-models machine-learning-algorithms machine-learning computer-vision unet-image-segmentation thermal-imaging thermal-infrared
Language:Jupyter Notebook 8

segmentation-models

qubvel / segmentation_models.pytorch

qubvel / segmentation_models

black0017 / MedicalZooPytorch

guanfuchen / semseg

wherobots / GeoTorchAI

nibtehaz / MultiResUNet

VinAIResearch / CPM

ecsplendid / rembg-greenscreen

DebeshJha / 2020-CBMS-DoubleU-Net

NITR098 / Awesome-U-Net

junqiangchen / PytorchDeepLearing

JanMarcelKezmann / TensorFlow-Advanced-Segmentation-Models

rezazad68 / TMUnet

siddhartamukherjee / NEU-DET-Steel-Surface-Defect-Detection

htcr / sam_road

vladiH / flutter_vision

Kaiseem / SLAug

DoctorKey / C-3PO

luisCartoGeo / GeoAI_Plugin

jcwang123 / xboundformer

avakanski / Attention-Enriched-DL-Model-for-Breast-Tumor-Segmentation

gopinath-balu / computer_vision

Kazuhito00 / Skin-Clothes-Hair-Segmentation-using-SMP

orobix / quadra

prateekralhan / Segment-Anything-Streamlit

koriavinash1 / DigitalHistoPath

fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

rezazad68 / transnorm

saadwazir / HistoSeg

karasawatakumi / monodepth-dev

ZFTurbo / segmentation_models_pytorch_3d

AxDante / SAAMI

AbhishekRS4 / HTSM_Oil_Spill_Segmentation

DebeshJha / DoubleUNet

rachitsaluja / BraTS-2023-Metrics

vipulvs91 / Thermal-Image-segmentation