View EISeg on Snyk Open Source Advisor

Package Health Score

57 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

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Popularity

Small

GitHub Stars: 8.71K
Forks: 1.68K
Contributors: 130

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package EISeg, we found that it has been starred 8,709 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 26, 2022
Direct Vulnerabilities: 0
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0
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Indirect Vulnerabilities: 0
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0
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0
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License Risk: 0
H
3
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 6
Open PR: 8
Last Release: 2 years ago
Last Commit: 3 days ago

Further analysis of the maintenance status of EISeg based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for EISeg is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 130
Funding: No

A good and healthy external contribution signal for EISeg project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like EISeg is missing a Code of Conduct.

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Package

Python Versions Compatibility: ==3.8.*

Age: 3 years
Latest Release: 2 years ago
Dependencies: 13 Direct / 55 Total
Versions: 20
Maintainers: 2
Wheels: OS Independent

Readme

简体中文 | English

LOGO

飞桨高效交互式分割标注工具。


通用分割	人像分割	遥感建筑分割	医疗分割

工业质检	通用视频分割	3D医疗分割

简介

EISeg(Efficient Interactive Segmentation)基于飞桨开发的一个高效智能的交互式分割标注软件。它涵盖了通用、人像、遥感、医疗、视频等不同方向的高质量交互式分割模型。另外，将EISeg获取到的标注应用到PaddleSeg提供的其他分割模型进行训练，便可得到定制化场景的高精度模型，打通分割任务从数据标注到模型训练及预测的全流程。

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特性

高效的半自动标注工具，已上线多个Top标注平台
覆盖遥感、医疗、视频、3D医疗等众多垂类场景
多平台兼容，简单易用，支持多类别标签管理

技术交流

如果您对EISeg有任何问题和建议，欢迎在GitHub Issues提issue。
欢迎您加入EISeg微信群，和大家交流讨论、一起共建EISeg，而且可以领取重磅学习大礼包🎁。
- 🔥 获取深度学习视频教程、图像分割论文合集
- 🔥 获取PaddleSeg的历次直播视频，最新发版信息和直播动态
- 🔥 获取PaddleSeg自建的人像分割数据集，整理的开源数据集
- 🔥 获取PaddleSeg在垂类场景的预训练模型和应用合集，涵盖人像分割、交互式分割等等
- 🔥 获取PaddleSeg的全流程产业实操范例，包括质检缺陷分割、抠图Matting、道路分割等等

使用教程

更新历史

2022.12.16 1.1.0：【1】新增检测标注能力，支持手工标注或使用PicoDet模型进行预标注；【2】检测标注结果保存格式支持COCO, VOC及YOLO等多种格式；【3】分割新增LabelMe JSON保存格式。
2022.07.20 1.0.0：【1】新增交互式视频分割功能；【2】新增腹腔多器官3D标注模型【3】新增CT椎骨3D标注模型。
2022.04.10 0.5.0：【1】新增chest_xray模型；【2】新增MRSpineSeg模型；【3】新增铝板质检标注模型；【4】修复保存shp时可能坐标出错。
2021.11.16 0.4.0：【1】将动态图预测转换成静态图预测，单次点击速度提升十倍；【2】新增遥感图像标注功能，支持多光谱数据通道的选择；【3】支持大尺幅数据的切片（多宫格）处理；【4】新增医疗图像标注功能，支持读取dicom的数据格式，支持选择窗宽和窗位。
2021.09.16 0.3.0：【1】初步完成多边形编辑功能，支持对交互标注的结果进行编辑；【2】支持中/英界面；【3】支持保存为灰度/伪彩色标签和COCO格式；【4】界面拖动更加灵活；【5】标签栏可拖动，生成mask的覆盖顺序由上往下覆盖。
2021.07.07 0.2.0：新增contrib：EISeg，可实现人像和通用图像的快速交互式标注。

贡献者

感谢Zhiliang Yu, Yizhou Chen, Lin Han, Jinrui Ding, Yiakwy, GT, Youssef Harby, Nick Nie 等开发者及RITM、MiVOS 等算法支持。
感谢LabelMe和LabelImg的标签设计。
感谢Weibin Liao提供的ResNet50_DeeplabV3+预训练模型。
感谢Junjie Guo及Jiajun Feng在椎骨模型上提供的技术支持。

学术引用

如果我们的项目在学术上帮助到你，请考虑以下引用：

@article{hao2022eiseg,
  title={EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle},
  author={Hao, Yuying and Liu, Yi and Chen, Yizhou and Han, Lin and Peng, Juncai and Tang, Shiyu and Chen, Guowei and Wu, Zewu and Chen, Zeyu and Lai, Baohua},
  journal={arXiv e-prints},
  pages={arXiv--2210},
  year={2022}
}

@inproceedings{hao2021edgeflow,
  title={Edgeflow: Achieving practical interactive segmentation with edge-guided flow},
  author={Hao, Yuying and Liu, Yi and Wu, Zewu and Han, Lin and Chen, Yizhou and Chen, Guowei and Chu, Lutao and Tang, Shiyu and Yu, Zhiliang and Chen, Zeyu and others},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={1551--1560},
  year={2021}
}

EISeg dependencies

albumentations cython easydict opencv-python paddleseg protobuf pyqt5 pyyaml qtpy requests scikit-image scipy wget

FAQs

What is EISeg?

交互式标注软件. Visit Snyk Advisor to see a full health score report for EISeg, including popularity, security, maintenance & community analysis.

Is EISeg popular?

The python package EISeg receives a total of 830 weekly downloads. As such, EISeg popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is EISeg well maintained?

We found indications that EISeg is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is EISeg safe to use?

While scanning the latest version of EISeg, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 24 November-2024, at 04:57 (UTC).

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交互式标注软件 For more information about how to use this package see README

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Readme

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简介

特性

技术交流

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EISeg dependencies

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