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The Top 23 Python Unet Open Source Projects

Open source projects categorized as Python Unet
Segmentation_models.pytorch ⭐ 6,965
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit a day agopypi segmentation-models-pytorch} Downloads
Pytorch Unet ⭐ 6,465
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 18 days ago
Paddlex ⭐ 4,165
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 21 days agopypi paddlex} Downloads
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 5 months agopypi segmentation-models} Downloads
Image Segmentation Keras ⭐ 2,657
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit a month ago
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 3 years ago
Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
most recent commit 4 months ago
Medicaldetectiontoolkit ⭐ 1,167
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
most recent commit 4 months ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 3 years ago
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
total releases 1most recent commit 5 months ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit a year ago
Mobile Semantic Segmentation ⭐ 677
Real-Time Semantic Segmentation in Mobile device
most recent commit a year ago
Tfsegmentation ⭐ 573
RTSeg: Real-time Semantic Segmentation Comparative Study
most recent commit 2 years ago
Deep Learning In Production ⭐ 503
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
most recent commit a year ago
Bcdu Net ⭐ 435
BCDU-Net : Medical Image Segmentation
most recent commit a year ago
Keras Unet Collection ⭐ 428
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
dependent packages 3total releases 32most recent commit a month agopypi keras-unet-collection} Downloads
Pvcnn ⭐ 401
[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning
most recent commit 2 years ago
Satellite Segmentation ⭐ 392
most recent commit 5 years ago
Vedaseg ⭐ 383
A semantic segmentation toolbox based on PyTorch
most recent commit 2 years ago
U Net Brain Tumor ⭐ 351
U-Net Brain Tumor Segmentation
most recent commit 4 years ago
Open Solution Mapping Challenge ⭐ 351
Open solution to the Mapping Challenge 🌎
most recent commit 2 years ago
Speech Enhancement ⭐ 340
Deep learning for audio denoising
most recent commit a year ago
Recycle Gan ⭐ 326
Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)
most recent commit 3 years ago
The 7 Most Depended On Python Unet Open Source Projects
Segmentation_models.pytorch ⭐ 6,965
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10latest release November 18, 2021most recent commit a day agopypi segmentation-models-pytorch} Downloads
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8latest release January 10, 2020most recent commit 5 months agopypi segmentation-models} Downloads
Arlpy ⭐ 88
ARL Python Tools
dependent packages 2total releases 13latest release September 25, 2021most recent commit 2 months agopypi arlpy} Downloads
Unet ⭐ 100
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
dependent packages 1total releases 16latest release December 22, 2020most recent commit 2 months agopypi unet} Downloads
Paddlex ⭐ 4,165
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54latest release December 10, 2021most recent commit 21 days agopypi paddlex} Downloads
The 10 Latest Releases In Python Unet Open Source Projects
X Unet ⭐ 181
Implementation of a U-net complete with efficient attention as well as the latest research findings
total releases 24latest release January 05, 2023most recent commit 3 months ago
Paddlex ⭐ 4,165
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54latest release December 10, 2021most recent commit 21 days agopypi paddlex} Downloads
Segmentation_models.pytorch ⭐ 6,965
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10latest release November 18, 2021most recent commit a day agopypi segmentation-models-pytorch} Downloads
Arlpy ⭐ 88
ARL Python Tools
dependent packages 2total releases 13latest release September 25, 2021most recent commit 2 months agopypi arlpy} Downloads
Multiplanarunet ⭐ 172
Multi-Planar UNet for autonomous segmentation of 3D medical images
total releases 9latest release May 26, 2021most recent commit 7 months ago
Unet ⭐ 100
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
dependent packages 1total releases 16latest release December 22, 2020most recent commit 2 months agopypi unet} Downloads
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
total releases 1latest release May 28, 2020most recent commit 5 months ago
Image Segmentation Keras ⭐ 2,657
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3latest release March 27, 2020most recent commit a month ago
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