Ecosyste.ms: Repos

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GitHub topics: unet-keras

Repositories

zianahmed/Glaucoma-Detection-using-UNET

Glaucoma detection using CDR and UNET model to segment optic disk and optic cup.

Language: Jupyter Notebook - Size: 8.28 MB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

karolzak/keras-unet

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

Language: Python - Size: 31.2 MB - Last synced: 26 days ago - Pushed: over 3 years ago - Stars: 337 - Forks: 108

amishra15/enhancing-motion-blurred-images-in-normal-and-low-light-condition-for-mobile-photography

DATA: 606 | Capstone Project

Language: Jupyter Notebook - Size: 18.7 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 0 - Forks: 0

iamtekson/deep-learning-for-earth-observation

Application of deep learning for earth observation.

Language: Jupyter Notebook - Size: 225 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 77 - Forks: 25

jaydeepthik/UNET-semantic-segmentation

This repository contains code for implementation of the UNET architecture for semantic segmentation.

Language: Jupyter Notebook - Size: 104 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1

arpsn123/Multiclass_Semantic_Segmentation_using_Sandstone_Dataset_by_UNET_with_RESNET_as_Backbone

Employing a fusion of UNet and ResNet architectures, the project endeavors to achieve multiclass semantic segmentation of sandstone images. Through deep learning techniques, it seeks to uncover microstructural features across various geological classifications.

Language: Jupyter Notebook - Size: 262 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

rekon/Smoke-semantic-segmentation

Smoke detection via semantic segmentation using Baseline U-Net model & LinkNet and image augmentation

Language: Jupyter Notebook - Size: 50.6 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 71 - Forks: 26

AurelienCallens/FCN_bathy

Python tools to perform bathymetric inversion for nearshore areas with video monitoring and deep learning

Language: Jupyter Notebook - Size: 822 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

JinxuXiang/Tumor-Recognition-by-UNet

Use tensorflow to modify UNet to classify multi-level high-resolution pathology images.

Size: 38.4 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

danielerussica/Gleason-Challenge-2019

Research project @ NECSTCamp NL2.

Language: Jupyter Notebook - Size: 9.74 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

zhoudaxia233/EfficientUnet

Keras Implementation of Unet with EfficientNet as encoder

Language: Python - Size: 31.3 KB - Last synced: 9 days ago - Pushed: about 2 years ago - Stars: 47 - Forks: 26

Sakib1263/NABNet

NABNet: A Nested Attention-guided BiConvLSTM Network for a robust ‎prediction of Blood Pressure components from reconstructed Arterial Blood ‎Pressure waveforms using PPG and ECG Signals

Language: Jupyter Notebook - Size: 6.97 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 30 - Forks: 3

Fatemehrshd/Kvasir-SEG

Kvasir dataset - segmentation

Language: Jupyter Notebook - Size: 3.91 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Lucs1590/USeS-BPCA

🧠💻 USeS-BPCA: U-Net Semantic Segmentation BPCA Pooling

Language: Jupyter Notebook - Size: 10.5 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

luddias/RoadGridMapper-UNET

🚘 Segmentação de faixas de estrada com U-NET DNN.

Language: Jupyter Notebook - Size: 42.6 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

harshgarg28/Brain-Tumor-Segmentation

discusses deep learning models for segmenting MRI images, specifically the UNET model for Brain Tumor Segmentation

Language: Python - Size: 5.55 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

pushpendradahiya/Brain_tumor_detection

From the MRI scans of brain, identify which are having tumor.

Language: Jupyter Notebook - Size: 1.68 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

DebeshJha/UNet-insturment-segmentation

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

Language: Python - Size: 1.12 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 9 - Forks: 0

rezazad68/BCDU-Net

BCDU-Net : Medical Image Segmentation

Language: Python - Size: 13.1 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 623 - Forks: 248

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

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

Language: Jupyter Notebook - Size: 19 MB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 73 - Forks: 23

kaledhoshme123/Adult-tooth-segmentation-U-net-based-GAN-

Dental segmentation for adults. Many dentists find it difficult to analyze dental panoramic images for adults. One of the difficulties that dentists suffer from is the difficulty in determining the extent and root of the teeth, which affects the decisions of doctors in many cases that include dental implants, tooth extraction, or other problems.

Language: Jupyter Notebook - Size: 8.9 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

hlamba28/UNET-TGS

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Language: Jupyter Notebook - Size: 1.61 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 140 - Forks: 87

vikasnataraja/Cloud-Retrieval-CNN

Repo to maintain the codebase for the CNN model capable of retrieving cloud optical thicknesses (COT).

Language: Python - Size: 40.5 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

MIMIR-BIOMEDICAL/mobile-unetplusplus-cac-scoring

Implementation of UNET++ for CAC Scoring using Tensorflow

Language: Jupyter Notebook - Size: 2.48 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 2

dangvansam/speech-enhancement-flask

speech-enhancement-flask

Language: Python - Size: 113 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

thgnaedi/DeepRain

short term precipitation prediction with a UNet

Language: Jupyter Notebook - Size: 225 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 25 - Forks: 9

kaledhoshme123/Determine-the-location-of-the-skin-lesion-spread

Dermatologists suffer from the difficulty of locating cancerous and malignant skin lesions, which causes many problems during the process of removing the tumor, which leads to the return of the tumor again. In determining the location of the tumor and its spread and determining the area that must be removed accurately.

Language: Jupyter Notebook - Size: 13 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

benjamindkilleen/artifice

Object detection in scientific images, confronting data scarcity and general principles with boundary-aware augmentation.

Language: Python - Size: 627 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 1

NamrataThakur/SIIM-PCR-Pneumothorax-Segmentation

This repository contains the image classification followed by semantic segmentation of Chest X-Rays to detect a clinical condition called Pneumothorax.

Language: Jupyter Notebook - Size: 32.1 MB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

AhmetFurkanDEMIR/Semantic-segmentation-with-U-Net

Semantic segmentation on earthquake data with U-net

Language: Python - Size: 108 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 14 - Forks: 1

thimabru1010/ResUnet-a_mltsk_keras

This is a reimplementation of ResUnet-a d6 with simple multitasking in keras/tensorflow 2.0

Language: Jupyter Notebook - Size: 303 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 15 - Forks: 4

kaledhoshme123/Probabilistic-U-Net-Segmentation-Ambiguous-Images-

People with pulmonary disease often have a high opacity, which makes segmentation of the lung from chest X-rays more difficult. In this study, I propose a methodology to improve the performance of the U-NET structure so that it is able to extract the features and spatial characteristics of the X-ray images of the chest region.

Language: Jupyter Notebook - Size: 8.71 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

sukhijapiyush/Style-transfer-MRI-using-cyclegan

MRI style transfer from T1 to T2 and vice versa using CycleGAN(TensorFlow Implementation)

Language: Jupyter Notebook - Size: 47.4 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

sainatarajan/U-Net

A simple U-Net implementation for custom dataset. Just create required folders and place the images and then start training.

Language: Python - Size: 288 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 18 - Forks: 6

heaodi/Spine-segmentation-using-unet

Spine segmentation using unet, the code is written in Python.

Language: Python - Size: 216 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 24 - Forks: 4

netik1020/Concise-iPython-Notebooks-for-Deep-learning

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Language: Jupyter Notebook - Size: 9.18 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 37 - Forks: 13

aj1365/3DUNetGSFormer

Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer" paper.

Language: Jupyter Notebook - Size: 26.4 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2

Miaad2004/Unet-Based-Semantic-Segmentation-In-TensorFlow

Unet-based semantic segmentation for pet images in TensorFlow using the Oxford-IIIT Pet Dataset.

Language: Jupyter Notebook - Size: 2.34 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

MohamadZeina/3D-Patch-Based-Keras-Unet

A modular, 3D unet built in keras for 3D medical image segmentation. Also includes useful classes for extracting and training on 3D patches for data augmentation or memory efficiency.

Language: Python - Size: 17.8 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 5 - Forks: 2

ierolsen/Brain-Tumor-Segmentation-BraTS-2019

This repo contains Brain Tumor Segmentation BraTS 2019

Language: Jupyter Notebook - Size: 2.3 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 7 - Forks: 2

BSEL-UC3M/FRU-Net-TEM-segmentation

Deep-Learning-Based Segmentation of Small Extracellular Vesicles in Transmission Electron Microscopy Images

Language: Jupyter Notebook - Size: 2.22 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

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

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

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 5

rdemets/Unets-Multiclass

Unets notebook developed while I was working in NUS for multiclass 3D segmentation

Language: Python - Size: 142 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

CatchZeng/tensorflow-unet-labelme

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

Language: Jupyter Notebook - Size: 2.38 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 0

sid7vasa/Deep-Auto-White-Balance

Not a serious implementation of Deep white balance in Tensorflow. Aimed for personal learning.

Language: Python - Size: 38 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

AHMEDSANA/Four-class-Brain-tumor-segmentation.

We segmented the Brain tumor using Brats dataset and as we know it is in 3D format we used the slicing method in which we slice the images in 2D form according to its 3 axis and then giving the model for training then combining waits to segment brain tumor. We used UNET model for training our dataset.

Language: Python - Size: 41 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0