GitHub topics: unet-tensorflow
abhiram4/Multipass-3D-UNet-for-Pelvis-Segmentation
MultiPass U-Net is an advanced image segmentation model designed to iteratively refine predictions by running multiple passes through a U-Net architecture. Ideal for histopathology and medical imaging, it improves segmentation of fine structures and rare features by leveraging deep contextual learning across passes.
Language: Jupyter Notebook - Size: 241 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
nikhilroxtomar/Lung-Segmentation-in-TensorFlow-2.0
This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.
Language: Python - Size: 5.92 MB - Last synced at: 30 days ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 18
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 at: about 2 months ago - Pushed at: about 3 years ago - Stars: 100 - Forks: 26
luiserrador/IndVertSeg_VerSe
Iterative Vertebrae Segmentation - VerSe dataset
Language: Python - Size: 161 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1
zawster/Spot-Nuclei-Speed-Cruice
Find the nuclei in divergent images to using UNet
Language: Jupyter Notebook - Size: 773 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
nikhilroxtomar/Polyp-Segmentation-using-UNET-in-TensorFlow-2.0
Implementing polyp segmentation using the U-Net and CVC-612 dataset.
Language: Python - Size: 10.2 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 67 - Forks: 31
Qengineering/TensorFlow_Lite_Segmentation_RPi_64-bit
TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS
Language: C++ - Size: 11.5 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 3
nikhilroxtomar/UNET-Segmentation-on-CT-Scan-Images-in-TensorFlow-2.0
The repository contains the code for UNET segmentation on CT scan dataset in TensorFlow 2.0 framework.
Language: Python - Size: 5.75 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 10
MohammedSaqibMS/Image_Segmentation_Unet
This repository implements U-Net for image segmentation on a self-driving car dataset, covering data preprocessing, training, and evaluation.
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
Corsi01/DeepLearning-Segmentation
Project on Semantic Segmentation of brain tumor on BraTS'19 Dataset
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
Qengineering/TensorFlow_Lite_Segmentation_RPi_32-bit
TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 4.2 FPS
Language: C++ - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3
Saba-Heidari/Deep-Learning
Machine Learning
Language: Python - Size: 36.1 KB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
MuhammedBuyukkinaci/DeText
A computer vision project (image segmentation project) which aims to remove texts on images using Unet model. Tensorflow 2 is used as a ML library.
Language: Python - Size: 32.4 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 3
nikhilroxtomar/Retina-Blood-Vessel-Segmentation-using-UNET-in-TensorFlow
This repository contains the code for the Retina Vessel Segmentation (DRIVE) using the UNET architecture in TensorFlow 2.0
Language: Python - Size: 13.8 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 12
Snigdho8869/Image-Segmentation-Projects
Collection of notebooks for image segmentation tasks.
Language: Jupyter Notebook - Size: 4.24 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
Qengineering/TensorFlow_Lite_Segmentation_Jetson-Nano
TensorFlow Lite segmentation on a Jetson Nano at 11 FPS
Language: C++ - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1
arnab39/FewShot_GAN-Unet3D
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Language: Python - Size: 2.42 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 368 - Forks: 81
TunggTungg/de_makeup
The project aims to transform the realm of beauty by developing a sophisticated UNet architecture model where the input represents a woman adorned with makeup, while the output showcases her natural, makeup-free beauty.
Language: Jupyter Notebook - Size: 94 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
zijing-w/Wildebeest-UNet
A U-Net-based deep learning ensemble model for wildebeest-sized animal detection from satellite imagery. A version used for the paper accepted by Nature Communications: "Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape" (https://rdcu.be/dc8bU).
Language: Jupyter Notebook - Size: 220 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1
Nelson-Gon/cytounet
Deep Learning Based Cell Segmentation
Language: Python - Size: 175 MB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1
DebeshJha/UNet-insturment-segmentation
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
Language: Python - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0
john-fante/brain-tissue-segmentation-tpu
Brain tissue segmentation with Unet using TPU.
Size: 675 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
sandgate-dev/mugshots
An art project using generative adversarial network (GAN)
Language: Jupyter Notebook - Size: 7.78 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
kaledhoshme123/Breast-cancer-segmentation-malignant-benign-normal-
Breast cancer is one of the most common causes of death among women worldwide. Early detection helps reduce the number of premature deaths. In the study, I am working on creating a convolutional neural network capable of identifying tumor areas within medical images (which were taken with ultrasound).
Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
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 at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
iamarunbrahma/image-segmentation-of-indian-roads
In this project, we analyzed a video recording of a vehicle driving on the road and computed semantic segmentation for each frame in the video.
Language: Jupyter Notebook - Size: 744 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
n9Mtq4/GlacierSemanticSegmentation
Identify glaciers in satellite images with a U^2-Net
Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
filippogiruzzi/semantic_segmentation
Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet
Language: Python - Size: 387 KB - Last synced at: about 2 years ago - Pushed at: over 2 years 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 at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
bbabina/Image-Segmentation
Image Segmentation using UNET
Language: Jupyter Notebook - Size: 579 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
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 at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 5
southbanyan/Image-segmentation-for-semantic-reconstruction-of-concrete-defects
Image segmentation using U-Net in tensorflow
Language: Jupyter Notebook - Size: 1.21 GB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
RutvikBadkas/LAsegmentation
Model to segment 3D MRI images using a 3D UNET based FCN architecture and convert it to a surface mesh. Please see the link below for the full paper.
Language: Python - Size: 538 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
luiserrador/ML_3D_Unet
Tensorflow based framework for 3D-Unet with Knowledge Distillation
Language: Python - Size: 1.84 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
Brain-Tumor-Segmentation/brain-tumor-segmentation-using-deep-neural-networks
The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-Net
Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 5
vaibhavshukla182/U_Net-for-medical-image-segmentation
Implementation of U_Net architecture for medical image segmentation purpose.
Language: Python - Size: 1.56 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
shamindraparui/unet-tensorflow
This repository contains implementation of UNET architecture for Image Segmentation.
Language: Jupyter Notebook - Size: 7.49 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
tlatkowski/u-net-tpu
Tensorflow implementation of U-Net model with TPU Estimator support.
Language: Python - Size: 159 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0
Vajir10/carvana_kaggle_competition_tensorflow
semantic_segmentation
Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
