Python Unet

Open-source Python projects categorized as Unet
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Topics: Segmentation Deep Learning semantic-segmentation Pytorch Keras
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Top 12 Python Unet 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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  • 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

  • UNetPlusPlus

    [IEEE TMI] Official Implementation for UNet++

  • BCDU-Net

    BCDU-Net : Medical Image Segmentation

  • Speech-enhancement

    Deep learning for audio denoising

  • Wave-U-Net-for-Speech-Enhancement

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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • 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

  • U-Net

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

  • 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

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 2023-12-09.

Python Unet related posts

Index

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

Project Stars
1 segmentation_models.pytorch 8,773
2 Pytorch-UNet 8,315
3 segmentation_models 4,597
4 UNetPlusPlus 2,162
5 BCDU-Net 647
6 Speech-enhancement 583
7 Wave-U-Net-for-Speech-Enhancement 302
8 unet-nested-multiple-classification 150
9 uformer-pytorch 88
10 U-Net 20
11 Comparsion_Segmentation_models 5
12 drone-deploy-seg 5

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