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The Top 23 Python Deep Learning Image Segmentation Open Source Projects

Open source projects categorized as Python Deep Learning Image Segmentation
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Image Segmentation
Albumentations ⭐ 13,343
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 273total releases 53most recent commit 11 days agopypi albumentations} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Surface Defect Detection ⭐ 1,820
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
most recent commit a year ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 4 years ago
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit 2 years ago
Medsegdiff ⭐ 831
Medical Image Segmentation with Diffusion Model
most recent commit 3 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10most recent commit 5 months agopypi cleanvision} Downloads
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119most recent commit a year agopypi caer} Downloads
Semseg ⭐ 527
常用的语义分割架构结构综述以及代码复现
most recent commit 5 years ago
Ternausnetv2 ⭐ 500
TernausNetV2: Fully Convolutional Network for Instance Segmentation
most recent commit 4 years ago
Keras Rcnn ⭐ 496
Keras package for region-based convolutional neural networks (RCNNs)
total releases 1most recent commit 4 years ago
Robot Surgery Segmentation ⭐ 475
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
most recent commit 5 years ago
Miscnn ⭐ 338
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
total releases 60most recent commit a year ago
Neural Pipeline ⭐ 314
Neural networks training pipeline based on PyTorch
total releases 19most recent commit 4 years ago
Paddlers ⭐ 303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
most recent commit 5 months ago
Segmentation_keras ⭐ 292
DilatedNet in Keras for image segmentation
most recent commit 5 years ago
Cloth Segmentation ⭐ 284
This repo contains code and a pre-trained model for clothes segmentation.
most recent commit a year ago
Kaggle_salt_bes_phalanx ⭐ 270
Winning solution for the Kaggle TGS Salt Identification Challenge.
most recent commit 5 years ago
Unet Zoo ⭐ 262
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
most recent commit 6 years ago
Kaggle Carvana Image Masking Challenge ⭐ 253
most recent commit 7 years ago
The 7 Most Depended On Python Deep Learning Image Segmentation Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Midv 500 Models ⭐ 23
Model for document segmentation trained on the midv-500-models dataset.
dependent packages 3total releases 2latest release November 09, 2020most recent commit 3 years agopypi midv500models} Downloads
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119latest release October 13, 2021most recent commit a year agopypi caer} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10latest release September 01, 2023most recent commit 5 months agopypi cleanvision} Downloads
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
The 10 Latest Releases In Python Deep Learning Image Segmentation Open Source Projects
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10latest release September 01, 2023most recent commit 5 months agopypi cleanvision} Downloads
Orthoseg ⭐ 18
OrthoSeg makes it easy to train neural networks to segment orthophotos.
total releases 50latest release July 27, 2023most recent commit 4 months ago
Kelp O Matic ⭐ 10
Segmentation Tools for Remotely Sensed RPAS Imagery
total releases 28latest release October 24, 2022most recent commit 3 months ago
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Cytounet ⭐ 5
Deep Learning Based Cell Segmentation
total releases 4latest release February 12, 2022most recent commit 2 years ago
Miscnn ⭐ 338
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
total releases 60latest release February 11, 2022most recent commit a year ago
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