An art project using generative adversarial network (GAN)
-
Updated
Jul 18, 2019 - Jupyter Notebook
#
unet-tensorflow
Here are 40 public repositories matching this topic...
This repository contains implementation of UNET architecture for Image Segmentation.
-
Updated
Jun 23, 2022 - Jupyter Notebook
Image segmentation using U-Net in tensorflow
-
Updated
Jan 25, 2023 - Jupyter Notebook
Image Denoising with Unet Models
attention unet attention-model unet-keras unet-tensorflow unet-model attention-unet attention-residual-unet
-
Updated
Feb 24, 2025 - Python
Image Segmentation using UNET
-
Updated
Jan 7, 2023 - Jupyter Notebook
Machine Learning
mnist mnist-classification mnist-dataset resnet vggnet padding unet lenet-5 unet-tensorflow cifar10-classification
-
Updated
Oct 7, 2024 - Python
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
tensorflow image-segmentation unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation surgical-instrument surgical-instrument-segmentation
-
Updated
Oct 25, 2023 - Python
Tensorflow implementation of U-Net model with TPU Estimator support.
deep-learning tensorflow image-processing cnn vision image-classification image-recognition convolutional-neural-networks image-segmentation google-cloud-platform unet tensorflow-models encoder-decoder distributed-training u-net tpu unet-image-segmentation unet-tensorflow unet-model
-
Updated
Nov 20, 2018 - Python
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.
numpy marching-cubes unet keras-tensorflow medical-image-processing unet-image-segmentation unet-tensorflow segmentat left-atrium
-
Updated
Jul 23, 2021 - Python
recreation of UNET: Convolutional networks for biomedical image segmentation. Implemented with keras & tensorflow.
keras image-segmentation unet cnn-keras data-augmentation f1-score unet-image-segmentation unet-keras unet-tensorflow biomedical-images ronneberger
-
Updated
Oct 26, 2020 - Jupyter Notebook
Implementation of 2D and 3D U-Net architecture for Semantic Segmentation of brain tumor on BraTS'19 Dataset
-
Updated
Jul 17, 2025 - Jupyter Notebook
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).
medical-imaging segmentation image-segmentation cnn-keras cnn-model medical-image-processing breast-cancer breast-cancer-tumor cnn-classification medical-image-segmentation unet-image-segmentation breast-cancer-classification unet-tensorflow breast-cancer-detection unet-segmentation u-net-keras
-
Updated
Jul 12, 2023 - Jupyter Notebook
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.
segmentation chest-xray-images opacity unet variational-autoencoder variational-autoencoders chest-xray chest-xrays unet-image-segmentation unet-keras unet-tensorflow covid-19 covid19
-
Updated
Jul 6, 2023 - Jupyter Notebook
Unet-based semantic segmentation for pet images in TensorFlow using the Oxford-IIIT Pet Dataset.
-
Updated
Mar 24, 2023 - Jupyter Notebook
Identify glaciers in satellite images with a U^2-Net
machine-learning deep-learning tensorflow geoscience earth-science unet-image-segmentation unet-tensorflow
-
Updated
Nov 7, 2020 - Jupyter Notebook
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.
-
Updated
Jun 29, 2025 - Jupyter Notebook
Implementation of U_Net architecture for medical image segmentation purpose.
medical-imaging unet segementation unet-image-segmentation unet-keras unet-tensorflow nuclei-segmentation
-
Updated
Jun 13, 2020 - Python
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.
deep-learning protobuf docker-compose cnn flask-api model-deployment unet-tensorflow fastapi tensorflow2 tensorflowserving openvino-model-server
-
Updated
Mar 17, 2024 - Jupyter Notebook
Improve this page
Add a description, image, and links to the unet-tensorflow topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the unet-tensorflow topic, visit your repo's landing page and select "manage topics."