Unet

Open-source projects categorized as Unet
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Language: + Python + Jupyter Notebook + C++ + C# + JavaScript
Topics: Deep Learning Segmentation semantic-segmentation Pytorch Keras
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Top 20 Unet Open-Source Projects

  • segmentation_models.pytorch

    Segmentation models with pretrained backbones. PyTorch.

    • Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

    Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

  • Pytorch-UNet

    PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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  • Mirror

    #1 Open Source Unity Networking Library

    • Project mention: Release Radar • February 2024 Edition | dev.to | 2024-02-29

    Woah, over 80 versions 😮! This is a project with over 1,740 releases over the past five years. Mirror is one for the game devs in the room. It's a high level networking library for Unity. Used in some of the top video games, Mirror is used by thousands of game developers around the world. The latest update brings Mirror in line with the latest Unity version, includes better motion smoothing time, and lots more. Check out all the changes in the Mirror changelog.

  • segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

    • Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

    Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

  • unet

    unet for image segmentation

  • UNetPlusPlus

    [IEEE TMI] Official Implementation for UNet++

  • Deep-Learning-In-Production

    Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

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  • BCDU-Net

    BCDU-Net : Medical Image Segmentation

  • LibtorchTutorials

    This is a code repository for pytorch c++ (or libtorch) tutorial.

  • Speech-enhancement

    Deep learning for audio denoising

  • Human-Segmentation-PyTorch

    Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

  • SegmentationCpp

    A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

  • Wave-U-Net-for-Speech-Enhancement

    Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

  • unet-nested-multiple-classification

    This repository contains code for a multiple classification image segmentation model based on UNet and UNet++

  • uformer-pytorch

    Implementation of Uformer, Attention-based Unet, in Pytorch

  • strv-ml-mask2face

    Virtually remove a face mask to see what a person looks like underneath

  • U-Net

    A simple U-Net implementation for custom dataset. Just create required folders and place the images and then start training.

  • TCC-EngBio2020

    TCC de Engenharia Biomédica PUCSP de 2020

  • Comparsion_Segmentation_models

    Brief comparison of segmentation models. Trained on Collab, served using Fast-API, streamlit and dockerized.

  • drone-deploy-seg

    pytorch-lightning semantic segmentation using DroneDeploy Dataset

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-29.

Unet related posts

Index

What are some of the best open-source Unet projects? This list will help you:

Project Stars
1 segmentation_models.pytorch 8,773
2 Pytorch-UNet 8,315
3 Mirror 4,835
4 segmentation_models 4,597
5 unet 4,426
6 UNetPlusPlus 2,162
7 Deep-Learning-In-Production 1,068
8 BCDU-Net 647
9 LibtorchTutorials 639
10 Speech-enhancement 583
11 Human-Segmentation-PyTorch 533
12 SegmentationCpp 400
13 Wave-U-Net-for-Speech-Enhancement 302
14 unet-nested-multiple-classification 150
15 uformer-pytorch 88
16 strv-ml-mask2face 52
17 U-Net 20
18 TCC-EngBio2020 5
19 Comparsion_Segmentation_models 5
20 drone-deploy-seg 5

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