Python Unet

Open-source Python projects categorized as Unet

Top 13 Python Unet Projects

  1. HivisionIDPhotos

    ⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

    Project mention: HivisionIDPhotos: A lightweight and efficient AI ID photos tools | news.ycombinator.com | 2024-08-29
  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  3. segmentation_models.pytorch

    Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  4. Pytorch-UNet

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

  5. segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

  6. UNetPlusPlus

    [IEEE TMI] Official Implementation for UNet++

  7. BCDU-Net

    BCDU-Net : Medical Image Segmentation

  8. Speech-enhancement

    Deep learning for audio denoising

  9. Nutrient

    Nutrient - The #1 PDF SDK Library. Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.

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  10. Wave-U-Net-for-Speech-Enhancement

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

  11. unet-nested-multiple-classification

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

  12. uformer-pytorch

    Implementation of Uformer, Attention-based Unet, in Pytorch

  13. U-Net

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

  14. Comparsion_Segmentation_models

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

  15. 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).

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Python Unet related posts

  • Instance segmentation of small objects in grainy drone imagery

    8 projects | /r/computervision | 9 Dec 2023
  • [D] Improvements/alternatives to U-net for medical images segmentation?

    2 projects | /r/MachineLearning | 29 Mar 2023
  • Improvements/alternatives to U-net for medical images segmentation?

    1 project | /r/deeplearning | 29 Mar 2023
  • segmentation-models No module Error

    1 project | /r/computervision | 4 Oct 2022
  • recommendations for semantic segmentation of lowish volumes of biomedical images

    1 project | /r/computervision | 26 Jul 2022
  • Can we use autoencoders to change an existing image instead of create one from scratch?

    1 project | /r/learnmachinelearning | 13 Dec 2021
  • Trying to find resources for "Image Segmentation using RL"

    2 projects | /r/learnmachinelearning | 17 Nov 2021
  • A note from our sponsor - Nutrient
    nutrient.io | 19 Feb 2025
    Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free. Learn more →

Index

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

# Project Stars
1 HivisionIDPhotos 14,709
2 segmentation_models.pytorch 10,040
3 Pytorch-UNet 9,645
4 segmentation_models 4,802
5 UNetPlusPlus 2,371
6 BCDU-Net 728
7 Speech-enhancement 673
8 Wave-U-Net-for-Speech-Enhancement 325
9 unet-nested-multiple-classification 165
10 uformer-pytorch 93
11 U-Net 20
12 Comparsion_Segmentation_models 5
13 drone-deploy-seg 5

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