unet-tensorflow 开源项目推荐（40 个）

arnab39 /FewShot_GAN-Unet3D

我们论文的张量流实现：使用生成对抗学习的少数三维多模态医学图像分割

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

nikhilroxtomar /Polyp-Segmentation-using-UNET-in-TensorFlow-2.0

Implementing polyp segmentation using the U-Net and CVC-612 dataset.

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

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).

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.

DebeshJha /UNet-insturment-segmentation

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

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

Qengineering /TensorFlow_Lite_Segmentation_RPi_64-bit

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS

nikhilroxtomar /Lung-Segmentation-in-TensorFlow-2.0

This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.

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.

Qengineering /TensorFlow_Lite_Segmentation_Jetson-Nano

在 Jetson Nano 上以 11 FPS 运行 TensorFlow Lite 分割

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

filippogiruzzi /semantic_segmentation

Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet

luiserrador /IndVertSeg_VerSe

Iterative Vertebrae Segmentation - VerSe dataset

Qengineering /TensorFlow_Lite_Segmentation_RPi_32-bit

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

Nelson-Gon /cytounet

Deep Learning Based Cell Segmentation

vaibhavshukla182 /U_Net-for-medical-image-segmentation

Implementation of U_Net architecture for medical image segmentation purpose.

n9Mtq4 /GlacierSemanticSegmentation

Identify glaciers in satellite images with a U^2-Net

tlatkowski /u-net-tpu

Tensorflow implementation of U-Net model with TPU Estimator support.