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# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
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# Configuration file for building the Ultralytics YOLO documentation site using MkDocs.
# Provides settings to control site metadata, customize the appearance using the
# Material theme, define the navigation structure, and enable various plugins.
# Site metadata
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site_name : Ultralytics YOLO Docs
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site_description : Explore Ultralytics YOLO, a cutting-edge real-time model for object detection, segmentation, classification, pose estimation, and tracking across various applications and hardware platforms.
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site_url : https://docs.ultralytics.com
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site_author : Ultralytics
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repo_url : https://github.com/ultralytics/ultralytics
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edit_uri : https://github.com/ultralytics/ultralytics/tree/main/docs/en/
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repo_name : ultralytics/ultralytics
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remote_name : https://github.com/ultralytics/docs
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docs_dir : "docs/en/" # where to find the markdown files
site_dir : "site/" # where to publish to
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use_directory_urls : true # use directory-style URLs instead of file-based paths
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# Theme customization
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theme :
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name : material
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language : en
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custom_dir : docs/overrides/
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logo : https://raw.githubusercontent.com/ultralytics/assets/main/logo/Ultralytics_Logotype_Reverse.svg
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favicon : https://raw.githubusercontent.com/ultralytics/assets/refs/heads/main/logo/favicon-yolo.png
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icon :
repo : fontawesome/brands/github
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# font: # disabled for faster page load times
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# text: Helvetica
# code: Roboto Mono
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palette :
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- media : "(prefers-color-scheme)"
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toggle :
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icon : material/brightness-auto
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name : Switch to light mode
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- media : "(prefers-color-scheme: dark)"
scheme : slate
primary : black
accent : indigo
toggle :
icon : material/brightness-4
name : Switch to system preference
- media : "(prefers-color-scheme: light)"
scheme : default
primary : indigo
accent : indigo
toggle :
icon : material/brightness-7
name : Switch to dark mode
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features :
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- content.action.edit
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- content.code.annotate
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- content.code.copy
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- content.tooltips
- toc.follow
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- navigation.top
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- navigation.tabs
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- navigation.tabs.sticky
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- navigation.prune
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- navigation.footer
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- navigation.tracking
- navigation.instant
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- navigation.instant.progress
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- navigation.indexes
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- navigation.sections # groups top-level sections instead of expanding all
- content.tabs.link # all content tabs with the same label change simultaneously
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# - search.highlight
# - search.share
# - search.suggest
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# Customization
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copyright : <a href="https://www.ultralytics.com/" target="_blank">© 2026 Ultralytics Inc.</a> All rights reserved.
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extra : # version:
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homepage : https://www.ultralytics.com/
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# provider: mike # version drop-down menu
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robots : robots.txt
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analytics :
provider : google
property : G-2M5EHKC0BH
social :
- icon : fontawesome/brands/github
link : https://github.com/ultralytics
- icon : fontawesome/brands/linkedin
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link : https://www.linkedin.com/company/ultralytics/
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- icon : fontawesome/brands/x-twitter
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link : https://x.com/ultralytics
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- icon : fontawesome/brands/youtube
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link : https://youtube.com/ultralytics?sub_confirmation=1
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- icon : fontawesome/brands/docker
link : https://hub.docker.com/r/ultralytics/ultralytics/
- icon : fontawesome/brands/python
link : https://pypi.org/project/ultralytics/
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- icon : fontawesome/brands/discord
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link : https://discord.com/invite/ultralytics
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- icon : fontawesome/brands/reddit
link : https://reddit.com/r/ultralytics
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- icon : fontawesome/brands/weixin
link : https://weixin.qq.com/r/mp/LxckPDfEgWr_rXNf90I9
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alternate :
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- name : 🇬🇧 English
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link : /
lang : en
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- name : 🇨🇳 简体中文
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link : /zh/
lang : zh
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- name : 🇰🇷 한국어
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link : /ko/
lang : ko
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- name : 🇯🇵 日本語
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link : /ja/
lang : ja
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- name : 🇷🇺 Русский
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link : /ru/
lang : ru
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- name : 🇩🇪 Deutsch
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link : /de/
lang : de
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- name : 🇫🇷 Français
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link : /fr/
lang : fr
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- name : 🇪🇸 Español
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link : /es/
lang : es
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- name : 🇵🇹 Português
2025-05-05 10:56:29 +00:00
link : /pt/
lang : pt
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- name : 🇮🇹 Italiano
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link : /it/
lang : it
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- name : 🇹🇷 Türkçe
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link : /tr/
lang : tr
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- name : 🇻🇳 Tiếng Việt
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link : /vi/
lang : vi
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- name : 🇸🇦 العربية
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link : /ar/
lang : ar
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extra_css :
- stylesheets/style.css
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extra_javascript :
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- https://cdn.jsdelivr.net/gh/ultralytics/llm@v0.2.7/js/chat.min.js
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- https://unpkg.com/tablesort@5.7.0/dist/tablesort.min.js
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- javascript/extra.js
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- javascript/giscus.js
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- javascript/tablesort.js
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markdown_extensions :
- admonition
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- md_in_html
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- tables
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- attr_list
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- def_list
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- pymdownx.critic
- pymdownx.caret
- pymdownx.keys
- pymdownx.mark
- pymdownx.tilde
- pymdownx.details
- pymdownx.inlinehilite
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- pymdownx.superfences :
custom_fences :
- name : mermaid
class : mermaid
format : !!python/name:pymdownx.superfences.fence_code_format
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- pymdownx.highlight :
anchor_linenums : true
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- pymdownx.snippets :
base_path : ./
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- pymdownx.emoji :
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emoji_index : !!python/name:material.extensions.emoji.twemoji
emoji_generator : !!python/name:material.extensions.emoji.to_svg
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- pymdownx.tabbed :
alternate_style : true
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slugify : !!python/object/apply:pymdownx.slugs.slugify
kwds :
case : lower
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# Validation settings https://www.mkdocs.org/user-guide/configuration/#validation
validation :
nav :
omitted_files : info
not_found : warn
absolute_links : info
links :
absolute_links : relative_to_docs
anchors : warn
unrecognized_links : warn
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# Primary navigation ---------------------------------------------------------------------------------------------------
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not_in_nav : |
/macros
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nav :
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- Home :
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- Home : index.md
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- Quickstart : quickstart.md
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- Usage :
- CLI : usage/cli.md
- Python : usage/python.md
- Callbacks : usage/callbacks.md
- Configuration : usage/cfg.md
- Simple Utilities : usage/simple-utilities.md
- Advanced Customization : usage/engine.md
- YOLO26 🚀 : models/yolo26.md
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- Languages :
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- 🇬🇧  English : https://ultralytics.com/docs/
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- 🇨🇳  简体中文 : https://docs.ultralytics.com/zh/
- 🇰🇷  한국어 : https://docs.ultralytics.com/ko/
- 🇯🇵  日本語 : https://docs.ultralytics.com/ja/
- 🇷🇺  Русский : https://docs.ultralytics.com/ru/
- 🇩🇪  Deutsch : https://docs.ultralytics.com/de/
- 🇫🇷  Français : https://docs.ultralytics.com/fr/
- 🇪🇸  Español : https://docs.ultralytics.com/es/
- 🇵🇹  Português : https://docs.ultralytics.com/pt/
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- 🇮🇹  Italiano : https://docs.ultralytics.com/it/
2024-05-25 19:25:51 +00:00
- 🇹🇷  Türkçe : https://docs.ultralytics.com/tr/
- 🇻🇳  Tiếng Việt : https://docs.ultralytics.com/vi/
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- 🇸🇦  العربية : https://docs.ultralytics.com/ar/
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- Modes :
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- modes/index.md
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- Train : modes/train.md
- Val : modes/val.md
- Predict : modes/predict.md
- Export : modes/export.md
- Track : modes/track.md
- Benchmark : modes/benchmark.md
- Tasks :
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- tasks/index.md
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- Detect : tasks/detect.md
- Segment : tasks/segment.md
- Classify : tasks/classify.md
- Pose : tasks/pose.md
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- OBB : tasks/obb.md
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- Models :
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- models/index.md
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- YOLOv3 : models/yolov3.md
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- YOLOv4 : models/yolov4.md
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- YOLOv5 : models/yolov5.md
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- YOLOv6 : models/yolov6.md
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- YOLOv7 : models/yolov7.md
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- YOLOv8 : models/yolov8.md
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- YOLOv9 : models/yolov9.md
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- YOLOv10 : models/yolov10.md
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- YOLO11 : models/yolo11.md
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- YOLO12 : models/yolo12.md
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- YOLO26 🚀 : models/yolo26.md
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- SAM (Segment Anything Model) : models/sam.md
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- SAM 2 (Segment Anything Model 2) : models/sam-2.md
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- SAM 3 (Segment Anything Model 3) : models/sam-3.md
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- MobileSAM (Mobile Segment Anything Model) : models/mobile-sam.md
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- FastSAM (Fast Segment Anything Model) : models/fast-sam.md
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- YOLO-NAS (Neural Architecture Search) : models/yolo-nas.md
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- RT-DETR (Realtime Detection Transformer) : models/rtdetr.md
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- YOLO-World (Real-Time Open-Vocabulary Object Detection) : models/yolo-world.md
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- YOLOE (Real-Time Seeing Anything) : models/yoloe.md
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- Compare :
- compare/index.md
- YOLO26 :
- YOLO26 vs YOLO11 : compare/yolo26-vs-yolo11.md
- YOLO26 vs YOLOv10 : compare/yolo26-vs-yolov10.md
- YOLO26 vs YOLOv9 : compare/yolo26-vs-yolov9.md
- YOLO26 vs YOLOv8 : compare/yolo26-vs-yolov8.md
- YOLO26 vs YOLOv7 : compare/yolo26-vs-yolov7.md
- YOLO26 vs YOLOv6 : compare/yolo26-vs-yolov6.md
- YOLO26 vs YOLOv5 : compare/yolo26-vs-yolov5.md
- YOLO26 vs RT-DETR : compare/yolo26-vs-rtdetr.md
- YOLO26 vs PP-YOLOE+ : compare/yolo26-vs-pp-yoloe.md
- YOLO26 vs DAMO-YOLO : compare/yolo26-vs-damo-yolo.md
- YOLO26 vs YOLOX : compare/yolo26-vs-yolox.md
- YOLO26 vs EfficientDet : compare/yolo26-vs-efficientdet.md
- YOLO11 :
- YOLO11 vs YOLO26 : compare/yolo11-vs-yolo26.md
- YOLO11 vs YOLOv10 : compare/yolo11-vs-yolov10.md
- YOLO11 vs YOLOv9 : compare/yolo11-vs-yolov9.md
- YOLO11 vs YOLOv8 : compare/yolo11-vs-yolov8.md
- YOLO11 vs YOLOv7 : compare/yolo11-vs-yolov7.md
- YOLO11 vs YOLOv6 : compare/yolo11-vs-yolov6.md
- YOLO11 vs YOLOv5 : compare/yolo11-vs-yolov5.md
- YOLO11 vs RT-DETR : compare/yolo11-vs-rtdetr.md
- YOLO11 vs PP-YOLOE+ : compare/yolo11-vs-pp-yoloe.md
- YOLO11 vs DAMO-YOLO : compare/yolo11-vs-damo-yolo.md
- YOLO11 vs YOLOX : compare/yolo11-vs-yolox.md
- YOLO11 vs EfficientDet : compare/yolo11-vs-efficientdet.md
- YOLOv10 :
- YOLOv10 vs YOLO26 : compare/yolov10-vs-yolo26.md
- YOLOv10 vs YOLO11 : compare/yolov10-vs-yolo11.md
- YOLOv10 vs YOLOv9 : compare/yolov10-vs-yolov9.md
- YOLOv10 vs YOLOv8 : compare/yolov10-vs-yolov8.md
- YOLOv10 vs YOLOv7 : compare/yolov10-vs-yolov7.md
- YOLOv10 vs YOLOv6 : compare/yolov10-vs-yolov6.md
- YOLOv10 vs YOLOv5 : compare/yolov10-vs-yolov5.md
- YOLOv10 vs RT-DETR : compare/yolov10-vs-rtdetr.md
- YOLOv10 vs PP-YOLOE+ : compare/yolov10-vs-pp-yoloe.md
- YOLOv10 vs DAMO-YOLO : compare/yolov10-vs-damo-yolo.md
- YOLOv10 vs YOLOX : compare/yolov10-vs-yolox.md
- YOLOv10 vs EfficientDet : compare/yolov10-vs-efficientdet.md
- YOLOv9 :
- YOLOv9 vs YOLO26 : compare/yolov9-vs-yolo26.md
- YOLOv9 vs YOLO11 : compare/yolov9-vs-yolo11.md
- YOLOv9 vs YOLOv10 : compare/yolov9-vs-yolov10.md
- YOLOv9 vs YOLOv8 : compare/yolov9-vs-yolov8.md
- YOLOv9 vs YOLOv7 : compare/yolov9-vs-yolov7.md
- YOLOv9 vs YOLOv6 : compare/yolov9-vs-yolov6.md
- YOLOv9 vs YOLOv5 : compare/yolov9-vs-yolov5.md
- YOLOv9 vs RT-DETR : compare/yolov9-vs-rtdetr.md
- YOLOv9 vs PP-YOLOE+ : compare/yolov9-vs-pp-yoloe.md
- YOLOv9 vs DAMO-YOLO : compare/yolov9-vs-damo-yolo.md
- YOLOv9 vs YOLOX : compare/yolov9-vs-yolox.md
- YOLOv9 vs EfficientDet : compare/yolov9-vs-efficientdet.md
- YOLOv8 :
- YOLOv8 vs YOLO26 : compare/yolov8-vs-yolo26.md
- YOLOv8 vs YOLO11 : compare/yolov8-vs-yolo11.md
- YOLOv8 vs YOLOv10 : compare/yolov8-vs-yolov10.md
- YOLOv8 vs YOLOv9 : compare/yolov8-vs-yolov9.md
- YOLOv8 vs YOLOv7 : compare/yolov8-vs-yolov7.md
- YOLOv8 vs YOLOv6 : compare/yolov8-vs-yolov6.md
- YOLOv8 vs YOLOv5 : compare/yolov8-vs-yolov5.md
- YOLOv8 vs RT-DETR : compare/yolov8-vs-rtdetr.md
- YOLOv8 vs PP-YOLOE+ : compare/yolov8-vs-pp-yoloe.md
- YOLOv8 vs DAMO-YOLO : compare/yolov8-vs-damo-yolo.md
- YOLOv8 vs YOLOX : compare/yolov8-vs-yolox.md
- YOLOv8 vs EfficientDet : compare/yolov8-vs-efficientdet.md
- YOLOv7 :
- YOLOv7 vs YOLO26 : compare/yolov7-vs-yolo26.md
- YOLOv7 vs YOLO11 : compare/yolov7-vs-yolo11.md
- YOLOv7 vs YOLOv10 : compare/yolov7-vs-yolov10.md
- YOLOv7 vs YOLOv9 : compare/yolov7-vs-yolov9.md
- YOLOv7 vs YOLOv8 : compare/yolov7-vs-yolov8.md
- YOLOv7 vs YOLOv6 : compare/yolov7-vs-yolov6.md
- YOLOv7 vs YOLOv5 : compare/yolov7-vs-yolov5.md
- YOLOv7 vs RT-DETR : compare/yolov7-vs-rtdetr.md
- YOLOv7 vs PP-YOLOE+ : compare/yolov7-vs-pp-yoloe.md
- YOLOv7 vs DAMO-YOLO : compare/yolov7-vs-damo-yolo.md
- YOLOv7 vs YOLOX : compare/yolov7-vs-yolox.md
- YOLOv7 vs EfficientDet : compare/yolov7-vs-efficientdet.md
- YOLOv6 :
- YOLOv6 vs YOLO26 : compare/yolov6-vs-yolo26.md
- YOLOv6 vs YOLO11 : compare/yolov6-vs-yolo11.md
- YOLOv6 vs YOLOv10 : compare/yolov6-vs-yolov10.md
- YOLOv6 vs YOLOv9 : compare/yolov6-vs-yolov9.md
- YOLOv6 vs YOLOv8 : compare/yolov6-vs-yolov8.md
- YOLOv6 vs YOLOv7 : compare/yolov6-vs-yolov7.md
- YOLOv6 vs YOLOv5 : compare/yolov6-vs-yolov5.md
- YOLOv6 vs RT-DETR : compare/yolov6-vs-rtdetr.md
- YOLOv6 vs PP-YOLOE+ : compare/yolov6-vs-pp-yoloe.md
- YOLOv6 vs DAMO-YOLO : compare/yolov6-vs-damo-yolo.md
- YOLOv6 vs YOLOX : compare/yolov6-vs-yolox.md
- YOLOv6 vs EfficientDet : compare/yolov6-vs-efficientdet.md
- YOLOv5 :
- YOLOv5 vs YOLO26 : compare/yolov5-vs-yolo26.md
- YOLOv5 vs YOLO11 : compare/yolov5-vs-yolo11.md
- YOLOv5 vs YOLOv10 : compare/yolov5-vs-yolov10.md
- YOLOv5 vs YOLOv9 : compare/yolov5-vs-yolov9.md
- YOLOv5 vs YOLOv8 : compare/yolov5-vs-yolov8.md
- YOLOv5 vs YOLOv7 : compare/yolov5-vs-yolov7.md
- YOLOv5 vs YOLOv6 : compare/yolov5-vs-yolov6.md
- YOLOv5 vs RT-DETR : compare/yolov5-vs-rtdetr.md
- YOLOv5 vs PP-YOLOE+ : compare/yolov5-vs-pp-yoloe.md
- YOLOv5 vs DAMO-YOLO : compare/yolov5-vs-damo-yolo.md
- YOLOv5 vs YOLOX : compare/yolov5-vs-yolox.md
- YOLOv5 vs EfficientDet : compare/yolov5-vs-efficientdet.md
- RT-DETR :
- RT-DETR vs YOLO26 : compare/rtdetr-vs-yolo26.md
- RT-DETR vs YOLO11 : compare/rtdetr-vs-yolo11.md
- RT-DETR vs YOLOv10 : compare/rtdetr-vs-yolov10.md
- RT-DETR vs YOLOv9 : compare/rtdetr-vs-yolov9.md
- RT-DETR vs YOLOv8 : compare/rtdetr-vs-yolov8.md
- RT-DETR vs YOLOv7 : compare/rtdetr-vs-yolov7.md
- RT-DETR vs YOLOv6 : compare/rtdetr-vs-yolov6.md
- RT-DETR vs YOLOv5 : compare/rtdetr-vs-yolov5.md
- RT-DETR vs PP-YOLOE+ : compare/rtdetr-vs-pp-yoloe.md
- RT-DETR vs DAMO-YOLO : compare/rtdetr-vs-damo-yolo.md
- RT-DETR vs YOLOX : compare/rtdetr-vs-yolox.md
- RT-DETR vs EfficientDet : compare/rtdetr-vs-efficientdet.md
- PP-YOLOE+ :
- PP-YOLOE+ vs YOLO26 : compare/pp-yoloe-vs-yolo26.md
- PP-YOLOE+ vs YOLO11 : compare/pp-yoloe-vs-yolo11.md
- PP-YOLOE+ vs YOLOv10 : compare/pp-yoloe-vs-yolov10.md
- PP-YOLOE+ vs YOLOv9 : compare/pp-yoloe-vs-yolov9.md
- PP-YOLOE+ vs YOLOv8 : compare/pp-yoloe-vs-yolov8.md
- PP-YOLOE+ vs YOLOv7 : compare/pp-yoloe-vs-yolov7.md
- PP-YOLOE+ vs YOLOv6 : compare/pp-yoloe-vs-yolov6.md
- PP-YOLOE+ vs YOLOv5 : compare/pp-yoloe-vs-yolov5.md
- PP-YOLOE+ vs RT-DETR : compare/pp-yoloe-vs-rtdetr.md
- PP-YOLOE+ vs DAMO-YOLO : compare/pp-yoloe-vs-damo-yolo.md
- PP-YOLOE+ vs YOLOX : compare/pp-yoloe-vs-yolox.md
- PP-YOLOE+ vs EfficientDet : compare/pp-yoloe-vs-efficientdet.md
- DAMO-YOLO :
- DAMO-YOLO vs YOLO26 : compare/damo-yolo-vs-yolo26.md
- DAMO-YOLO vs YOLO11 : compare/damo-yolo-vs-yolo11.md
- DAMO-YOLO vs YOLOv10 : compare/damo-yolo-vs-yolov10.md
- DAMO-YOLO vs YOLOv9 : compare/damo-yolo-vs-yolov9.md
- DAMO-YOLO vs YOLOv8 : compare/damo-yolo-vs-yolov8.md
- DAMO-YOLO vs YOLOv7 : compare/damo-yolo-vs-yolov7.md
- DAMO-YOLO vs YOLOv6 : compare/damo-yolo-vs-yolov6.md
- DAMO-YOLO vs YOLOv5 : compare/damo-yolo-vs-yolov5.md
- DAMO-YOLO vs RT-DETR : compare/damo-yolo-vs-rtdetr.md
- DAMO-YOLO vs PP-YOLOE+ : compare/damo-yolo-vs-pp-yoloe.md
- DAMO-YOLO vs YOLOX : compare/damo-yolo-vs-yolox.md
- DAMO-YOLO vs EfficientDet : compare/damo-yolo-vs-efficientdet.md
- YOLOX :
- YOLOX vs YOLO26 : compare/yolox-vs-yolo26.md
- YOLOX vs YOLO11 : compare/yolox-vs-yolo11.md
- YOLOX vs YOLOv10 : compare/yolox-vs-yolov10.md
- YOLOX vs YOLOv9 : compare/yolox-vs-yolov9.md
- YOLOX vs YOLOv8 : compare/yolox-vs-yolov8.md
- YOLOX vs YOLOv7 : compare/yolox-vs-yolov7.md
- YOLOX vs YOLOv6 : compare/yolox-vs-yolov6.md
- YOLOX vs YOLOv5 : compare/yolox-vs-yolov5.md
- YOLOX vs RT-DETR : compare/yolox-vs-rtdetr.md
- YOLOX vs PP-YOLOE+ : compare/yolox-vs-pp-yoloe.md
- YOLOX vs DAMO-YOLO : compare/yolox-vs-damo-yolo.md
- YOLOX vs EfficientDet : compare/yolox-vs-efficientdet.md
- EfficientDet :
- EfficientDet vs YOLO26 : compare/efficientdet-vs-yolo26.md
- EfficientDet vs YOLO11 : compare/efficientdet-vs-yolo11.md
- EfficientDet vs YOLOv10 : compare/efficientdet-vs-yolov10.md
- EfficientDet vs YOLOv9 : compare/efficientdet-vs-yolov9.md
- EfficientDet vs YOLOv8 : compare/efficientdet-vs-yolov8.md
- EfficientDet vs YOLOv7 : compare/efficientdet-vs-yolov7.md
- EfficientDet vs YOLOv6 : compare/efficientdet-vs-yolov6.md
- EfficientDet vs YOLOv5 : compare/efficientdet-vs-yolov5.md
- EfficientDet vs RT-DETR : compare/efficientdet-vs-rtdetr.md
- EfficientDet vs PP-YOLOE+ : compare/efficientdet-vs-pp-yoloe.md
- EfficientDet vs DAMO-YOLO : compare/efficientdet-vs-damo-yolo.md
- EfficientDet vs YOLOX : compare/efficientdet-vs-yolox.md
2023-05-07 23:59:12 +00:00
- Datasets :
2025-11-24 00:10:52 +00:00
- Datasets : datasets/index.md
2023-05-07 23:59:12 +00:00
- Detection :
- datasets/detect/index.md
2025-12-10 01:15:35 +00:00
- African-wildlife : datasets/detect/african-wildlife.md
2023-05-07 23:59:12 +00:00
- Argoverse : datasets/detect/argoverse.md
2025-12-10 01:15:35 +00:00
- Brain-tumor : datasets/detect/brain-tumor.md
2023-05-07 23:59:12 +00:00
- COCO : datasets/detect/coco.md
- COCO8 : datasets/detect/coco8.md
2025-05-27 23:09:17 +00:00
- COCO8-Grayscale : datasets/detect/coco8-grayscale.md
2025-04-18 15:16:49 +00:00
- COCO8-Multispectral : datasets/detect/coco8-multispectral.md
2026-01-21 20:28:29 +00:00
- COCO12-Formats : datasets/detect/coco12-formats.md
2025-03-09 11:14:33 +00:00
- COCO128 : datasets/detect/coco128.md
2025-12-10 01:15:35 +00:00
- Construction-PPE : datasets/detect/construction-ppe.md
2023-05-07 23:59:12 +00:00
- GlobalWheat2020 : datasets/detect/globalwheat2020.md
2025-12-10 01:15:35 +00:00
- HomeObjects-3K : datasets/detect/homeobjects-3k.md
- KITTI : datasets/detect/kitti.md
- LVIS : datasets/detect/lvis.md
- Medical-pills : datasets/detect/medical-pills.md
2023-05-07 23:59:12 +00:00
- Objects365 : datasets/detect/objects365.md
2023-08-06 23:19:51 +00:00
- OpenImagesV7 : datasets/detect/open-images-v7.md
2025-12-10 01:15:35 +00:00
- RF100 : datasets/detect/roboflow-100.md
- Signature : datasets/detect/signature.md
2023-05-07 23:59:12 +00:00
- SKU-110K : datasets/detect/sku-110k.md
2026-01-08 18:46:53 +00:00
- TT100K : datasets/detect/tt100k.md
2023-05-07 23:59:12 +00:00
- VisDrone : datasets/detect/visdrone.md
- VOC : datasets/detect/voc.md
- xView : datasets/detect/xview.md
- Segmentation :
- datasets/segment/index.md
2025-12-10 01:15:35 +00:00
- Carparts-seg : datasets/segment/carparts-seg.md
2023-05-07 23:59:12 +00:00
- COCO : datasets/segment/coco.md
- COCO8-seg : datasets/segment/coco8-seg.md
2025-09-09 12:00:42 +00:00
- COCO128-seg : datasets/segment/coco128-seg.md
2024-01-25 20:29:49 +00:00
- Crack-seg : datasets/segment/crack-seg.md
- Package-seg : datasets/segment/package-seg.md
2023-05-07 23:59:12 +00:00
- Pose :
- datasets/pose/index.md
- COCO : datasets/pose/coco.md
- COCO8-pose : datasets/pose/coco8-pose.md
2024-11-16 19:12:10 +00:00
- Dog-pose : datasets/pose/dog-pose.md
2025-12-10 01:15:35 +00:00
- Hand-keypoints : datasets/pose/hand-keypoints.md
- Tiger-pose : datasets/pose/tiger-pose.md
2023-05-07 23:59:12 +00:00
- Classification :
- datasets/classify/index.md
- Caltech 101 : datasets/classify/caltech101.md
- Caltech 256 : datasets/classify/caltech256.md
- CIFAR-10 : datasets/classify/cifar10.md
- CIFAR-100 : datasets/classify/cifar100.md
- Fashion-MNIST : datasets/classify/fashion-mnist.md
- ImageNet : datasets/classify/imagenet.md
- ImageNet-10 : datasets/classify/imagenet10.md
- Imagenette : datasets/classify/imagenette.md
- Imagewoof : datasets/classify/imagewoof.md
- MNIST : datasets/classify/mnist.md
2023-08-09 22:55:36 +00:00
- Oriented Bounding Boxes (OBB) :
- datasets/obb/index.md
2024-01-08 18:54:09 +00:00
- DOTA8 : datasets/obb/dota8.md
2026-03-13 03:02:25 +00:00
- DOTA128 : datasets/obb/dota128.md
2025-12-10 01:15:35 +00:00
- DOTAv2 : datasets/obb/dota-v2.md
2023-05-07 23:59:12 +00:00
- Multi-Object Tracking :
- datasets/track/index.md
2025-11-24 00:10:52 +00:00
- Solutions :
- Solutions : solutions/index.md
2025-12-10 01:15:35 +00:00
- Analytics : guides/analytics.md
- Distance Calculation : guides/distance-calculation.md
- Heatmaps : guides/heatmaps.md
- Instance Segmentation with Object Tracking : guides/instance-segmentation-and-tracking.md
- Live Inference : guides/streamlit-live-inference.md
- Object Blurring : guides/object-blurring.md
2024-05-30 20:07:03 +00:00
- Object Counting : guides/object-counting.md
- Object Cropping : guides/object-cropping.md
- Objects Counting in Regions : guides/region-counting.md
2025-12-10 01:15:35 +00:00
- Parking Management : guides/parking-management.md
- Queue Management : guides/queue-management.md
2024-05-30 20:07:03 +00:00
- Security Alarm System : guides/security-alarm-system.md
2025-12-10 01:15:35 +00:00
- Similarity Search : guides/similarity-search.md
2024-05-30 20:07:03 +00:00
- Speed Estimation : guides/speed-estimation.md
2025-05-04 15:26:43 +00:00
- Track Objects in Zone : guides/trackzone.md
2025-12-10 01:15:35 +00:00
- VisionEye View Objects Mapping : guides/vision-eye.md
- Workouts Monitoring : guides/workouts-monitoring.md
2023-07-28 12:57:24 +00:00
- Guides :
2025-11-24 00:10:52 +00:00
- Guides : guides/index.md
2025-12-10 01:15:35 +00:00
- A Guide on Model Testing : guides/model-testing.md
2023-09-06 23:15:18 +00:00
- AzureML Quickstart : guides/azureml-quickstart.md
2025-12-10 01:15:35 +00:00
- Best Practices for Model Deployment : guides/model-deployment-practices.md
2026-03-27 03:20:21 +00:00
- COCO to YOLO Conversion : guides/coco-to-yolo.md
2026-03-26 12:58:47 +00:00
- COCO JSON Training : guides/coco-json-training.md
2023-09-07 17:24:54 +00:00
- Conda Quickstart : guides/conda-quickstart.md
2026-02-10 14:36:17 +00:00
- Customizing Trainer : guides/custom-trainer.md
2025-12-10 01:15:35 +00:00
- Data Collection and Annotation : guides/data-collection-and-annotation.md
2024-07-01 09:44:54 +00:00
- DeepStream on NVIDIA Jetson : guides/deepstream-nvidia-jetson.md
2025-12-10 01:15:35 +00:00
- Defining A Computer Vision Project's Goals : guides/defining-project-goals.md
- Deploying YOLO on Vertex AI in Docker container : guides/vertex-ai-deployment-with-docker.md
- Docker Quickstart : guides/docker-quickstart.md
2024-02-12 00:39:32 +00:00
- Edge TPU on Raspberry Pi : guides/coral-edge-tpu-on-raspberry-pi.md
2026-03-20 15:21:51 +00:00
- End-to-End Detection : guides/end2end-detection.md
2025-12-10 01:15:35 +00:00
- Hyperparameter Tuning : guides/hyperparameter-tuning.md
- Insights on Model Evaluation and Fine-Tuning : guides/model-evaluation-insights.md
- Isolating Segmentation Objects : guides/isolating-segmentation-objects.md
- K-Fold Cross Validation : guides/kfold-cross-validation.md
- Maintaining Your Computer Vision Model : guides/model-monitoring-and-maintenance.md
- Model Deployment Options : guides/model-deployment-options.md
- Model YAML Configuration Guide : guides/model-yaml-config.md
2026-01-09 23:13:15 +00:00
- NVIDIA DGX Spark : guides/nvidia-dgx-spark.md
2025-12-10 01:15:35 +00:00
- NVIDIA Jetson : guides/nvidia-jetson.md
2024-03-17 13:26:15 +00:00
- OpenVINO Latency vs Throughput modes : guides/optimizing-openvino-latency-vs-throughput-modes.md
2025-12-10 01:15:35 +00:00
- Preprocessing Annotated Data : guides/preprocessing_annotated_data.md
- Raspberry Pi : guides/raspberry-pi.md
2024-06-18 23:54:19 +00:00
- ROS Quickstart : guides/ros-quickstart.md
2025-12-10 01:15:35 +00:00
- SAHI Tiled Inference : guides/sahi-tiled-inference.md
2024-05-29 09:40:14 +00:00
- Steps of a Computer Vision Project : guides/steps-of-a-cv-project.md
2024-06-26 14:34:11 +00:00
- Tips for Model Training : guides/model-training-tips.md
2025-12-10 01:15:35 +00:00
- Triton Inference Server : guides/triton-inference-server.md
- Viewing Inference Images in a Terminal : guides/view-results-in-terminal.md
2026-03-27 03:24:30 +00:00
- YOLO26 Training Recipe : guides/yolo26-training-recipe.md
2025-12-10 01:15:35 +00:00
- YOLO Common Issues : guides/yolo-common-issues.md
- YOLO Data Augmentation : guides/yolo-data-augmentation.md
- YOLO Performance Metrics : guides/yolo-performance-metrics.md
- YOLO Thread-Safe Inference : guides/yolo-thread-safe-inference.md
2024-05-30 20:07:03 +00:00
- Explorer :
- datasets/explorer/index.md
- Explorer API : datasets/explorer/api.md
- Explorer Dashboard Demo : datasets/explorer/dashboard.md
2024-12-30 14:07:26 +00:00
- VOC Exploration Example : datasets/explorer/explorer.md
2024-01-09 22:50:26 +00:00
- YOLOv5 :
- yolov5/index.md
- Quickstart : yolov5/quickstart_tutorial.md
- Environments :
- Amazon Web Services (AWS) : yolov5/environments/aws_quickstart_tutorial.md
- Google Cloud (GCP) : yolov5/environments/google_cloud_quickstart_tutorial.md
- AzureML : yolov5/environments/azureml_quickstart_tutorial.md
- Docker Image : yolov5/environments/docker_image_quickstart_tutorial.md
- Tutorials :
- Train Custom Data : yolov5/tutorials/train_custom_data.md
- Tips for Best Training Results : yolov5/tutorials/tips_for_best_training_results.md
- Multi-GPU Training : yolov5/tutorials/multi_gpu_training.md
- PyTorch Hub : yolov5/tutorials/pytorch_hub_model_loading.md
- TFLite, ONNX, CoreML, TensorRT Export : yolov5/tutorials/model_export.md
- Test-Time Augmentation (TTA) : yolov5/tutorials/test_time_augmentation.md
- Model Ensembling : yolov5/tutorials/model_ensembling.md
- Pruning/Sparsity Tutorial : yolov5/tutorials/model_pruning_and_sparsity.md
- Hyperparameter evolution : yolov5/tutorials/hyperparameter_evolution.md
- Transfer learning with frozen layers : yolov5/tutorials/transfer_learning_with_frozen_layers.md
- Architecture Summary : yolov5/tutorials/architecture_description.md
- Neural Magic's DeepSparse : yolov5/tutorials/neural_magic_pruning_quantization.md
- Comet Logging : yolov5/tutorials/comet_logging_integration.md
- Clearml Logging : yolov5/tutorials/clearml_logging_integration.md
2023-07-25 18:03:49 +00:00
- Integrations :
2025-11-24 00:10:52 +00:00
- Integrations : integrations/index.md
2025-12-10 01:15:35 +00:00
- Albumentations : integrations/albumentations.md
2024-10-10 13:46:09 +00:00
- Amazon SageMaker : integrations/amazon-sagemaker.md
2025-12-10 01:15:35 +00:00
- Axelera : integrations/axelera.md
2024-10-10 13:46:09 +00:00
- ClearML : integrations/clearml.md
- Comet ML : integrations/comet.md
2025-12-10 01:15:35 +00:00
- CoreML : integrations/coreml.md
2024-10-10 13:46:09 +00:00
- DVC : integrations/dvc.md
2025-12-10 01:15:35 +00:00
- ExecuTorch : integrations/executorch.md
2024-10-10 13:46:09 +00:00
- Google Colab : integrations/google-colab.md
2025-12-10 01:15:35 +00:00
- Gradio : integrations/gradio.md
2024-10-10 13:46:09 +00:00
- IBM Watsonx : integrations/ibm-watsonx.md
- JupyterLab : integrations/jupyterlab.md
- Kaggle : integrations/kaggle.md
- MLflow : integrations/mlflow.md
2025-12-10 01:15:35 +00:00
- MNN : integrations/mnn.md
- NCNN : integrations/ncnn.md
2025-12-04 10:53:39 +00:00
- Neptune : integrations/neptune.md
2025-12-10 01:15:35 +00:00
- Neural Magic : integrations/neural-magic.md
- ONNX : integrations/onnx.md
- OpenVINO : integrations/openvino.md
- PaddlePaddle : integrations/paddlepaddle.md
2024-10-10 13:46:09 +00:00
- Paperspace Gradient : integrations/paperspace.md
2023-07-25 18:03:49 +00:00
- Ray Tune : integrations/ray-tune.md
2025-12-10 01:15:35 +00:00
- Roboflow : integrations/roboflow.md
- Rockchip RKNN : integrations/rockchip-rknn.md
- Seeed Studio reCamera : integrations/seeedstudio-recamera.md
- SONY IMX500 : integrations/sony-imx500.md
2024-01-04 00:40:13 +00:00
- TensorBoard : integrations/tensorboard.md
2025-05-18 13:09:04 +00:00
- TensorRT : integrations/tensorrt.md
- TF GraphDef : integrations/tf-graphdef.md
2025-12-10 01:15:35 +00:00
- TF SavedModel : integrations/tf-savedmodel.md
- TF.js : integrations/tfjs.md
2025-05-18 13:09:04 +00:00
- TFLite : integrations/tflite.md
- TFLite Edge TPU : integrations/edge-tpu.md
2025-12-10 01:15:35 +00:00
- TorchScript : integrations/torchscript.md
- VS Code : integrations/vscode.md
- Weights & Biases : integrations/weights-biases.md
2026-01-14 03:44:38 +00:00
- Platform :
- Platform : platform/index.md
- Quickstart : platform/quickstart.md
- Data :
- platform/data/index.md
- Datasets : platform/data/datasets.md
- Annotation : platform/data/annotation.md
- Train :
- platform/train/index.md
- Projects : platform/train/projects.md
- Models : platform/train/models.md
- Cloud Training : platform/train/cloud-training.md
- Deploy :
- platform/deploy/index.md
- Inference : platform/deploy/inference.md
- Endpoints : platform/deploy/endpoints.md
- Monitoring : platform/deploy/monitoring.md
- Account :
- platform/account/index.md
- API Keys : platform/account/api-keys.md
2026-03-14 15:20:59 +00:00
- Teams : platform/account/teams.md
2026-01-14 03:44:38 +00:00
- Billing : platform/account/billing.md
2026-01-17 02:28:18 +00:00
- Activity : platform/account/activity.md
- Trash : platform/account/trash.md
2026-01-14 03:44:38 +00:00
- Settings : platform/account/settings.md
- Explore : platform/explore.md
- REST API : platform/api/index.md
2024-01-05 02:00:26 +00:00
2022-12-12 03:51:00 +00:00
- Reference :
2025-09-12 12:02:57 +00:00
- __init__ : reference/__init__.md
2024-01-06 18:53:25 +00:00
- cfg :
- __init__ : reference/cfg/__init__.md
- data :
- annotator : reference/data/annotator.md
- augment : reference/data/augment.md
- base : reference/data/base.md
- build : reference/data/build.md
- converter : reference/data/converter.md
- dataset : reference/data/dataset.md
- loaders : reference/data/loaders.md
2025-04-20 19:51:01 +00:00
- split : reference/data/split.md
2024-01-06 18:53:25 +00:00
- split_dota : reference/data/split_dota.md
- utils : reference/data/utils.md
- engine :
- exporter : reference/engine/exporter.md
- model : reference/engine/model.md
- predictor : reference/engine/predictor.md
- results : reference/engine/results.md
- trainer : reference/engine/trainer.md
- tuner : reference/engine/tuner.md
- validator : reference/engine/validator.md
- hub :
- __init__ : reference/hub/__init__.md
- auth : reference/hub/auth.md
2024-07-28 16:15:59 +00:00
- google :
- __init__ : reference/hub/google/__init__.md
2024-01-06 18:53:25 +00:00
- session : reference/hub/session.md
- utils : reference/hub/utils.md
- models :
- fastsam :
- model : reference/models/fastsam/model.md
- predict : reference/models/fastsam/predict.md
- utils : reference/models/fastsam/utils.md
- val : reference/models/fastsam/val.md
- nas :
- model : reference/models/nas/model.md
- predict : reference/models/nas/predict.md
- val : reference/models/nas/val.md
- rtdetr :
- model : reference/models/rtdetr/model.md
- predict : reference/models/rtdetr/predict.md
- train : reference/models/rtdetr/train.md
- val : reference/models/rtdetr/val.md
- sam :
- amg : reference/models/sam/amg.md
- build : reference/models/sam/build.md
2025-12-12 13:04:33 +00:00
- build_sam3 : reference/models/sam/build_sam3.md
2024-01-06 18:53:25 +00:00
- model : reference/models/sam/model.md
- modules :
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- blocks : reference/models/sam/modules/blocks.md
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- decoders : reference/models/sam/modules/decoders.md
- encoders : reference/models/sam/modules/encoders.md
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- memory_attention : reference/models/sam/modules/memory_attention.md
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- sam : reference/models/sam/modules/sam.md
- tiny_encoder : reference/models/sam/modules/tiny_encoder.md
- transformer : reference/models/sam/modules/transformer.md
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- utils : reference/models/sam/modules/utils.md
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- predict : reference/models/sam/predict.md
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- sam3 :
- decoder : reference/models/sam/sam3/decoder.md
- encoder : reference/models/sam/sam3/encoder.md
- geometry_encoders : reference/models/sam/sam3/geometry_encoders.md
- maskformer_segmentation : reference/models/sam/sam3/maskformer_segmentation.md
- model_misc : reference/models/sam/sam3/model_misc.md
- necks : reference/models/sam/sam3/necks.md
- sam3_image : reference/models/sam/sam3/sam3_image.md
- text_encoder_ve : reference/models/sam/sam3/text_encoder_ve.md
- vitdet : reference/models/sam/sam3/vitdet.md
- vl_combiner : reference/models/sam/sam3/vl_combiner.md
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- utils :
- loss : reference/models/utils/loss.md
- ops : reference/models/utils/ops.md
- yolo :
- classify :
- predict : reference/models/yolo/classify/predict.md
- train : reference/models/yolo/classify/train.md
- val : reference/models/yolo/classify/val.md
- detect :
- predict : reference/models/yolo/detect/predict.md
- train : reference/models/yolo/detect/train.md
- val : reference/models/yolo/detect/val.md
- model : reference/models/yolo/model.md
- obb :
- predict : reference/models/yolo/obb/predict.md
- train : reference/models/yolo/obb/train.md
- val : reference/models/yolo/obb/val.md
- pose :
- predict : reference/models/yolo/pose/predict.md
- train : reference/models/yolo/pose/train.md
- val : reference/models/yolo/pose/val.md
- segment :
- predict : reference/models/yolo/segment/predict.md
- train : reference/models/yolo/segment/train.md
- val : reference/models/yolo/segment/val.md
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- world :
- train : reference/models/yolo/world/train.md
- train_world : reference/models/yolo/world/train_world.md
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- yoloe :
- predict : reference/models/yolo/yoloe/predict.md
- train : reference/models/yolo/yoloe/train.md
- train_seg : reference/models/yolo/yoloe/train_seg.md
- val : reference/models/yolo/yoloe/val.md
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- nn :
- autobackend : reference/nn/autobackend.md
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- backends :
- axelera : reference/nn/backends/axelera.md
- base : reference/nn/backends/base.md
- coreml : reference/nn/backends/coreml.md
- executorch : reference/nn/backends/executorch.md
- mnn : reference/nn/backends/mnn.md
- ncnn : reference/nn/backends/ncnn.md
- onnx : reference/nn/backends/onnx.md
- openvino : reference/nn/backends/openvino.md
- paddle : reference/nn/backends/paddle.md
- pytorch : reference/nn/backends/pytorch.md
- rknn : reference/nn/backends/rknn.md
- tensorflow : reference/nn/backends/tensorflow.md
- tensorrt : reference/nn/backends/tensorrt.md
- triton : reference/nn/backends/triton.md
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- modules :
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- activation : reference/nn/modules/activation.md
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- block : reference/nn/modules/block.md
- conv : reference/nn/modules/conv.md
- head : reference/nn/modules/head.md
- transformer : reference/nn/modules/transformer.md
- utils : reference/nn/modules/utils.md
- tasks : reference/nn/tasks.md
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- text_model : reference/nn/text_model.md
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- optim :
- muon : reference/optim/muon.md
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- solutions :
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- ai_gym : reference/solutions/ai_gym.md
- analytics : reference/solutions/analytics.md
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- config : reference/solutions/config.md
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- distance_calculation : reference/solutions/distance_calculation.md
- heatmap : reference/solutions/heatmap.md
- instance_segmentation : reference/solutions/instance_segmentation.md
- object_blurrer : reference/solutions/object_blurrer.md
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- object_counter : reference/solutions/object_counter.md
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- object_cropper : reference/solutions/object_cropper.md
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- parking_management : reference/solutions/parking_management.md
- queue_management : reference/solutions/queue_management.md
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- region_counter : reference/solutions/region_counter.md
2024-12-17 18:42:37 +00:00
- security_alarm : reference/solutions/security_alarm.md
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- similarity_search : reference/solutions/similarity_search.md
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- solutions : reference/solutions/solutions.md
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- speed_estimation : reference/solutions/speed_estimation.md
2024-07-05 20:02:38 +00:00
- streamlit_inference : reference/solutions/streamlit_inference.md
2024-12-02 15:02:48 +00:00
- trackzone : reference/solutions/trackzone.md
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- vision_eye : reference/solutions/vision_eye.md
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- trackers :
- basetrack : reference/trackers/basetrack.md
- bot_sort : reference/trackers/bot_sort.md
- byte_tracker : reference/trackers/byte_tracker.md
- track : reference/trackers/track.md
- utils :
- gmc : reference/trackers/utils/gmc.md
- kalman_filter : reference/trackers/utils/kalman_filter.md
- matching : reference/trackers/utils/matching.md
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- utils :
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- __init__ : reference/utils/__init__.md
- autobatch : reference/utils/autobatch.md
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- autodevice : reference/utils/autodevice.md
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- benchmarks : reference/utils/benchmarks.md
- callbacks :
- base : reference/utils/callbacks/base.md
- clearml : reference/utils/callbacks/clearml.md
- comet : reference/utils/callbacks/comet.md
- dvc : reference/utils/callbacks/dvc.md
- hub : reference/utils/callbacks/hub.md
- mlflow : reference/utils/callbacks/mlflow.md
- neptune : reference/utils/callbacks/neptune.md
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- platform : reference/utils/callbacks/platform.md
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- raytune : reference/utils/callbacks/raytune.md
- tensorboard : reference/utils/callbacks/tensorboard.md
- wb : reference/utils/callbacks/wb.md
- checks : reference/utils/checks.md
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- cpu : reference/utils/cpu.md
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- dist : reference/utils/dist.md
- downloads : reference/utils/downloads.md
- errors : reference/utils/errors.md
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- events : reference/utils/events.md
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- export :
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- engine : reference/utils/export/engine.md
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- executorch : reference/utils/export/executorch.md
2025-09-15 16:16:08 +00:00
- imx : reference/utils/export/imx.md
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- tensorflow : reference/utils/export/tensorflow.md
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- files : reference/utils/files.md
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- git : reference/utils/git.md
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- instance : reference/utils/instance.md
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- logger : reference/utils/logger.md
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- loss : reference/utils/loss.md
- metrics : reference/utils/metrics.md
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- nms : reference/utils/nms.md
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- ops : reference/utils/ops.md
- patches : reference/utils/patches.md
- plotting : reference/utils/plotting.md
- tal : reference/utils/tal.md
- torch_utils : reference/utils/torch_utils.md
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- tqdm : reference/utils/tqdm.md
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- triton : reference/utils/triton.md
- tuner : reference/utils/tuner.md
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- uploads : reference/utils/uploads.md
2023-06-17 11:31:46 +00:00
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- Help :
- Help : help/index.md
- Frequently Asked Questions (FAQ) : help/FAQ.md
- Contributing Guide : help/contributing.md
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- Continuous Integration (CI) Guide : help/CI.md
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- Contributor License Agreement (CLA) : help/CLA.md
2025-01-17 00:57:50 +00:00
- Minimum Reproducible Example (MRE) Guide : help/minimum-reproducible-example.md
- Code of Conduct : help/code-of-conduct.md
2023-07-11 17:46:16 +00:00
- Environmental, Health and Safety (EHS) Policy : help/environmental-health-safety.md
2023-11-12 01:49:37 +00:00
- Security Policy : help/security.md
2023-11-02 20:17:00 +00:00
- Privacy Policy : help/privacy.md
2023-05-01 20:20:05 +00:00
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# Plugins --------------------------------------------------------------------------------------------------------------
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plugins :
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- search :
enabled : false
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# Macros are handled by minijinja in build_docs.py
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# - macros:
# include_yaml:
# - ultralytics/cfg/default.yaml
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# Docstrings are rendered ahead of time via docs/build_reference.py (no mkdocstrings dependency)
# - mkdocstrings:
# enabled: true
# default_handler: python
# handlers:
# python:
# options:
# docstring_options:
# ignore_init_summary: true
# merge_init_into_class: true
# docstring_style: google
# show_root_heading: true
# show_source: true
# separate_signature: true
# line_length: 80
# show_signature_annotations: true
# show_symbol_type_heading: true # insiders
# show_symbol_type_toc: true # insiders
# show_inheritance_diagram: true # insiders
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- ultralytics :
add_desc : False
add_image : True
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add_authors : True
add_json_ld : True
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add_share_buttons : True
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add_css : False
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default_image : https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png
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default_author : glenn.jocher@ultralytics.com
