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unet-tensorflow

Here are 36 public repositories matching this topic...

mugshots

sandgate-dev / mugshots

An art project using generative adversarial network (GAN)

images gan unet-tensorflow

Updated Jul 18, 2019
Jupyter Notebook

shamindraparui / unet-tensorflow

This repository contains implementation of UNET architecture for Image Segmentation.

unet unet-image-segmentation unet-tensorflow

Updated Jun 23, 2022
Jupyter Notebook

jacobstac / Recreation-of-U-net-Convolutional-networks-for-biomedical-image-segmentation

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

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.

computer-vision image-segmentation semantic-segmentation unet-tensorflow

Updated May 18, 2023
Jupyter Notebook

Vajir10 / carvana_kaggle_competition_tensorflow

semantic_segmentation

unet-tensorflow

Updated Oct 29, 2018
Jupyter Notebook

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.

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

zawster / Spot-Nuclei-Speed-Cruice

Find the nuclei in divergent images to using UNet

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

Updated Jan 1, 2022
Jupyter Notebook

Unet-Based-Semantic-Segmentation-In-TensorFlow

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

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

deep-learning tensorflow semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow

Updated Mar 24, 2023
Jupyter Notebook

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).

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

bbabina / Image-Segmentation

Image Segmentation using UNET

deep-learning image-segmentation unet unet-tensorflow

Updated Jan 7, 2023
Jupyter Notebook

southbanyan / Image-segmentation-for-semantic-reconstruction-of-concrete-defects

Image segmentation using U-Net in tensorflow

tensorflow image-segmentation pascal-voc unet-image-segmentation unet-tensorflow

Updated Jan 25, 2023
Jupyter Notebook

Saba-Heidari / Machine-Learning

Machine Learning

mnist mnist-classification mnist-dataset resnet vggnet padding unet lenet-5 unet-tensorflow cifar10-classification

Updated May 1, 2020
Python

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.

numpy marching-cubes unet keras-tensorflow medical-image-processing unet-image-segmentation unet-tensorflow segmentat left-atrium

Updated Jul 23, 2021
Python

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.

deep-learning protobuf docker-compose cnn flask-api model-deployment unet-tensorflow fastapi tensorflow2 tensorflowserving openvino-model-server

Updated Mar 17, 2024
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ML_3D_Unet

luiserrador / ML_3D_Unet

Tensorflow based framework for 3D-Unet with Knowledge Distillation

machine-learning deep-learning tensorflow unet knowledge-distillation segmentation-network medical-image-segmentation unet-3d unet-tensorflow unet-model segmentation-models tensorflow2 unet-segmentation knowledge-distillation-task tensorflow-segmentation

Updated Dec 9, 2022
Python

Snigdho8869 / Image-Segmentation-Projects

Collection of notebooks for image segmentation tasks.

Updated Oct 31, 2023
Jupyter Notebook

tlatkowski / u-net-tpu

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

n9Mtq4 / GlacierSemanticSegmentation

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

vaibhavshukla182 / U_Net-for-medical-image-segmentation

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

Qengineering / TensorFlow_Lite_Segmentation_RPi_32-bit

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 4.2 FPS

deep-learning cpp armv7 segmentation unet semantic-segmentation armv8 tensorflow-examples tensorflow-lite unet-image-segmentation unet-tensorflow unet-segmentation raspberry-pi-4

Updated Jan 25, 2023
C++

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