unet-segmentation

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abdur75648 /Deep-Learning-Specialization-Coursera

Star441

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

nlp machine-learning computer-vision deep-learning tensorflow coursera recurrent-neural-networks lstm neural-networks face-recognition convolutional-neural-networks object-detection andrew-ng updated deep-learning-specialization deep-learning-coursera andrew-ng-machine-learning deep-learning-andrew-ng transformer-architecture unet-segmentation

UpdatedFeb 9, 2024
Jupyter Notebook

nikhilroxtomar /UNet-Segmentation-in-Keras-TensorFlow

Star145

UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.

fcn keras-tensorflow segmentation-network unet-image-segmentation unet-segmentation

UpdatedAug 29, 2023
Jupyter Notebook

ashishpatel26 /satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras

Star98

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow tensorflow-keras unet-segmentation keras-semantic-segmentation keras-segmentation tensorflow2-image-segmentation tensorflow2-unet

UpdatedJul 1, 2022
Jupyter Notebook

lmb-freiburg /Unet-Segmentation

Star86

The U-Net Segmentation plugin for Fiji (ImageJ)

deep-learning fiji detection segmentation biological-data-analysis fiji-plugin unet-segmentation

UpdatedOct 15, 2022
Java

sotiraslab /AgileFormer

Star70

This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"

transformers image-segmentation semantic-segmentation medical-image-segmentation unet-segmentation

UpdatedJul 12, 2024
Python

nikhilroxtomar /Retina-Blood-Vessel-Segmentation-in-PyTorch

Star70

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

pytorch image-segmentation unet unet-pytorch retinal-vessel-segmentation unet-segmentation drive-dataset

UpdatedJul 12, 2021
Python

ZFTurbo /segmentation_models_pytorch_3d

Star60

Segmentation models for 3D data with different backbones. PyTorch.

pytorch segmentation pretrained-models 3d 3d-models segmentation-models unet-segmentation

UpdatedAug 1, 2024
Python

xmindflow /TransCeption

Star49

Official code for Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

transformer segmentation inception hierarchical-attention-networks medical-image-segmentation unet-segmentation

UpdatedDec 17, 2023
Jupyter Notebook

ianhi /AC295-final-project-JWI

Star44

manual image labelling and transfer learning for segmentation

machine-learning transfer-learning jupyter-widget unet-segmentation

UpdatedSep 5, 2020
Jupyter Notebook

CatchZeng /tensorflow-unet-labelme

Star29

Build U-NET with TensorFlow 2 and train a dataset annotated with labelme

tensorflow unet labelme unet-image-segmentation unet-keras tensorflow2 unet-segmentation

UpdatedJul 19, 2022
Jupyter Notebook

tinymilky /RSANet

Star25

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

deep-learning attention multiple-sclerosis segmentation unet attention-mechanism recurrent miccai long-range-dependence unet-pytorch unet-image-segmentation unet-segmentation attention-network 3d-medical-images non-local-network ms-lesions

UpdatedFeb 4, 2020
Python

nikhilroxtomar /Unet-for-Person-Segmentation

Star25

U-Net for person segmentation in TensorFlow using Keras API.

tensorflow keras unet-image-segmentation unet-keras unet-segmentation

UpdatedMay 27, 2021
Python

JeffWang0325 /LabelImgTool

Star23

🖍️ LabelImgTool is a graphical image annotation tool which can label many kinds of object type (ex: Pen, Eraser, Hollow Rectangle, Filled Rectangle, Hollow Circle, Filled Circle, Hollow Ellipse, Filled Ellipse, Rectangle ROI, Irregular Shape ROI) in images. It can be applied to many deep learning fields, including object detection, semantic segm…

csharp object-detection unet semantic-segmentation labeling-tool unet-segmentation

UpdatedSep 30, 2021
C#

chathumal93 /Pytorch-UNet-Flood-Segmentation

Star23

This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.

unet sar google-earth-engine sentinel-1 unet-pytorch unet-segmentation

UpdatedMay 21, 2024
Jupyter Notebook

sauravmishra1710 /U-Net---Biomedical-Image-Segmentation

Star23

Implementation of the paper titled - U-Net: Convolutional Networks for Biomedical Image Segmentation @https://arxiv.org/abs/1505.04597

image-processing cnn segmentation image-segmentation unet biomedical biomedical-image-processing unet-pytorch unet-image-segmentation unet-keras unet-tensorflow unet-segmentation

UpdatedJun 10, 2021
Jupyter Notebook

saadwazir /HistoSeg

Star23

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