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rtdetr

专注于改进RT-DETR模型，🚀 in PyTorch >, Support to improve backbone, neck, head, loss, IoU and other modules🚀based on Ultralytics

https://github.com/iscyy/rtdetr

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (1.4%) to scientific vocabulary
Last synced: 8 months ago · JSON representation ·

Repository

专注于改进RT-DETR模型，🚀 in PyTorch >, Support to improve backbone, neck, head, loss, IoU and other modules🚀based on Ultralytics

Basic Info
  • Host: GitHub
  • Owner: iscyy
  • License: agpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 541 KB
Statistics
  • Stars: 15
  • Watchers: 1
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Created almost 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Contributing License Citation

README.md

🔥🔥🔥专注于改进RT-DETR模型，🚀 in PyTorch >, Support to improve backbone, neck, head, loss, IoU and other modules🚀based on Ultralytics

🌟 全新的 RTDETR 改进项目RTDETR-Pro来袭，最新改进点更新🚀2024

🚀🚀🚀使用说明

该项目基于 Ultralytics的 RTDETR 项目最新版本，使用稳定可靠，环境已配好，适合零基础小白以上的用户使用

配套bilibili视频教程链接：bilibili: 芒果学AI （可 bilibili 私信）

🔥🔥🔥目前为订阅制 ，现在内测阶段：订阅价 ⭐⭐⭐¥ 59, 名额限200个, 售满为止, 价格比较优惠⭐⭐⭐

后续恢复为原价 - (需要订阅的联系QQ：2434798737)

或者点击链接 通过 👉bilibili哔哩哔哩 私信

本项目持续维护，持续更新原创内容

  1. 🍈该《 RTDETR 改进项目 RTDETR-Pro 》基于ultralytics项目 RTDETR-最新稳定版本，兼容所有更新

  2. 🍉订阅该《 RTDETR 改进项目 RTDETR-Pro》即可获取本项目里面改进点对应的《核心代码模块文件》，加入《改进后的核心代码文件》就可以直接运行。保证本项目中已有的改进点都能正常运行实验

  3. 🏅️用户可以添加博主的联系方式 QQ：2434798737 ⭐⭐⭐（或者点击链接 通过 👉bilibili哔哩哔哩 私信

  4. 🚀该项目持续更新：内容包括：改进 新的检测头Head、损失函数Loss、主干Backbone、Neck部分、写作技巧、性能指标技巧

  5. 🍌在此基础上新建了一个《芒果 RTDETR项目改进交流群》便于项目改进交流和答疑，并在群里同步更新新的内容

  6. 🌰新增以《视频教程》辅助来说明应该怎么改

  7. 🎈该项目为 RTDETR改进项目, 目前为预售阶段，欢迎订阅，可以加芒果QQ：2434798737，或者点击链接 通过 👉bilibili哔哩哔哩 私信, 进行订阅，订阅后，实时获取最新的已有的《改进的核心模块代码文件》

  8. 🏆已经订阅了的用户 可以进《芒果改进 RTDETR 交流群》 同时获取本项目剩下对应的《核心代码模块文件》

  9. 🍊重点：支持该项目相关改进的答疑服务

项目相关链接

2.1 视频教程

bilibili视频教程链接：bilibili: https://space.bilibili.com/1532780812 （可 bilibili 私信）

🎈🎈代码配置更新说明

ultralytics\cfg\models\cfg2024\DETR-Backbone
ultralytics\cfg\models\cfg2024\RTDETR-Attention
ultralytics\cfg\models\cfg2024\RTDETR-Backbone
ultralytics\cfg\models\cfg2024\RTDETR-Loss
ultralytics\cfg\models\cfg2024\RTDETR-Neck
ultralytics\cfg\models\cfg2024\RTDETR-Other
ultralytics\cfg\models\cfg2024\RTDETR组合改进

最全各种Loss损失函数集成代码 + yaml方式一键调用。 多种 Head检测头 集成代码 + yaml方式一键调用。

组合改进 各种script脚本文件 绘制不同模型Loss曲线图、多项指标图 绘制不同模型mAP对比曲线图 绘制不同模型mAP对比曲线图

详情改进目录具体了解可以点击：RTDETR改进项目

🏅️🏅️订阅说明

目前为订阅制 ，现在内测阶段：订阅价 ⭐⭐⭐¥ 59, 价格比较优惠⭐⭐⭐,  后续恢复为原价 - (需要订阅的联系QQ：2434798737)

如果QQ加不上，可以（点击链接 通过 👉bilibili哔哩哔哩 私信，留下你的QQ并备注（RTDETR改进项目）

46f4207a62903e320d1ec96a160697d.jpg 扫描QQ二维码也可

RTDETR改进 - 目录（2024.05最新版本）

本项目持续维护，持续更新原创内容

Owner

  • Name: iscyy
  • Login: iscyy
  • Kind: user

Intelligent Lab

Citation (CITATION.cff) 

cff-version: 1.2.0
preferred-citation:
  type: software
  message: If you use this software, please cite it as below.
  authors:
  - family-names: Jocher
    given-names: Glenn
    orcid: "https://orcid.org/0000-0001-5950-6979"
  - family-names: Chaurasia
    given-names: Ayush
    orcid: "https://orcid.org/0000-0002-7603-6750"
  - family-names: Qiu
    given-names: Jing
    orcid: "https://orcid.org/0000-0003-3783-7069"
  title: "YOLO by Ultralytics"
  version: 8.0.0
  # doi: 10.5281/zenodo.3908559  # TODO
  date-released: 2023-1-10
  license: AGPL-3.0
  url: "https://github.com/ultralytics/ultralytics"

GitHub Events

Total
  • Watch event: 8
  • Fork event: 1
Last Year
  • Watch event: 8
  • Fork event: 1

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 4
  • Total Committers: 1
  • Avg Commits per committer: 4.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
iscyy w****i@1****m 4
Committer Domains (Top 20 + Academic)
163.com: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • zbb183 (1)
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Dependencies

examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml cargo
docker/Dockerfile docker
  • pytorch/pytorch 2.1.0-cuda12.1-cudnn8-runtime build
pyproject.toml pypi
  • hub-sdk >=0.0.2
  • matplotlib >=3.3.0
  • numpy >=1.22.2
  • opencv-python >=4.6.0
  • pandas >=1.1.4
  • pillow >=7.1.2
  • psutil *
  • py-cpuinfo *
  • pyyaml >=5.3.1
  • requests >=2.23.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
  • thop >=0.1.1
  • torch >=1.8.0
  • torchvision >=0.9.0
  • tqdm >=4.64.0