Auto-update Docs Reference section action (#13127)

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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Glenn Jocher 2024-05-25 21:25:51 +02:00 committed by GitHub
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15 changed files with 116 additions and 37 deletions

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@ -43,6 +43,9 @@ jobs:
steps:
- name: Checkout Repository
uses: actions/checkout@v4
with:
ref: ${{ github.head_ref || github.ref }}
fetch-depth: 0
- name: Set up Python
uses: actions/setup-python@v5
with:
@ -50,6 +53,20 @@ jobs:
cache: "pip" # caching pip dependencies
- name: Install Dependencies
run: pip install tqdm mkdocs-material "mkdocstrings[python]" mkdocs-jupyter mkdocs-redirects mkdocs-ultralytics-plugin
- name: Update Docs Reference Section
run: python docs/build_reference.py
- name: Commit and Push Changes
run: |
git add .
git reset HEAD -- .github/workflows/ # workflow changes are not permitted with default token
if ! git diff --staged --quiet; then
git config --global user.name "UltralyticsAssistant"
git config --global user.email "web@ultralytics.com"
git commit -m "Auto-update Ultralytics Docs by https://ultralytics.com/actions"
git push
else
echo "No changes to commit"
fi
- name: Build Docs and Check for Warnings
run: python docs/build_docs.py

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@ -7,13 +7,13 @@ Note: Must be run from repository root directory. Do not run from docs directory
"""
import re
import subprocess
from collections import defaultdict
from pathlib import Path
# Get package root i.e. /Users/glennjocher/PycharmProjects/ultralytics/ultralytics
from ultralytics.utils import ROOT as PACKAGE_DIR
# Constants
FILE = Path(__file__).resolve()
PACKAGE_DIR = FILE.parents[1] / "ultralytics" # i.e. /Users/glennjocher/PycharmProjects/ultralytics/ultralytics
REFERENCE_DIR = PACKAGE_DIR.parent / "docs/en/reference"
GITHUB_REPO = "ultralytics/ultralytics"
@ -33,15 +33,18 @@ def extract_classes_and_functions(filepath: Path) -> tuple:
def create_markdown(py_filepath: Path, module_path: str, classes: list, functions: list):
"""Creates a Markdown file containing the API reference for the given Python module."""
md_filepath = py_filepath.with_suffix(".md")
exists = md_filepath.exists()
# Read existing content and keep header content between first two ---
header_content = ""
if md_filepath.exists():
if exists:
existing_content = md_filepath.read_text()
header_parts = existing_content.split("---")
for part in header_parts:
if "description:" in part or "comments:" in part:
header_content += f"---{part}---\n\n"
if not any(header_content):
header_content = "---\ndescription: TODO ADD DESCRIPTION\nkeywords: TODO ADD KEYWORDS\n---\n\n"
module_name = module_path.replace(".__init__", "")
module_path = module_path.replace(".", "/")
@ -62,6 +65,11 @@ def create_markdown(py_filepath: Path, module_path: str, classes: list, function
md_filepath.parent.mkdir(parents=True, exist_ok=True)
md_filepath.write_text(md_content)
if not exists:
# Add new markdown file to the git staging area
print(f"Created new file '{md_filepath}'")
subprocess.run(["git", "add", "-f", str(md_filepath)], check=True)
return md_filepath.relative_to(PACKAGE_DIR.parent)

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@ -44,6 +44,7 @@ Parking management with [Ultralytics YOLOv8](https://github.com/ultralytics/ultr
```python
from ultralytics import solutions
solutions.ParkingPtsSelection()
```

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@ -5,23 +5,19 @@ keywords: Ultralytics, YOLOv8, object detection, image segmentation, machine lea
---
<div align="center">
<p>
<a href="https://github.com/ultralytics/assets/releases/tag/v8.2.0" target="_blank">
<img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Ultralytics YOLO banner"></a>
</p>
<a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.linkedin.com/company/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="3%" alt="Ultralytics LinkedIn"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://twitter.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="3%" alt="Ultralytics Twitter"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://youtube.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="3%" alt="Ultralytics YouTube"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.tiktok.com/@ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png" width="3%" alt="Ultralytics TikTok"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.instagram.com/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-instagram.png" width="3%" alt="Ultralytics Instagram"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://ultralytics.com/discord"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="3%" alt="Ultralytics Discord"></a>
<a href="https://github.com/ultralytics/assets/releases/tag/v8.2.0" target="_blank"><img width="1024%" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Ultralytics YOLO banner"></a>
<a href="https://docs.ultralytics.com/zh/">中文</a> |
<a href="https://docs.ultralytics.com/ko/">한국어</a> |
<a href="https://docs.ultralytics.com/ja/">日本語</a> |
<a href="https://docs.ultralytics.com/ru/">Русский</a> |
<a href="https://docs.ultralytics.com/de/">Deutsch</a> |
<a href="https://docs.ultralytics.com/fr/">Français</a> |
<a href="https://docs.ultralytics.com/es/">Español</a> |
<a href="https://docs.ultralytics.com/pt/">Português</a> |
<a href="https://docs.ultralytics.com/tr/">Türkçe</a> |
<a href="https://docs.ultralytics.com/vi/">Tiếng Việt</a> |
<a href="https://docs.ultralytics.com/hi/">हिन्दी</a> |
<a href="https://docs.ultralytics.com/ar/">العربية</a>
<br>
<br>
<a href="https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml"><img src="https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml/badge.svg" alt="Ultralytics CI"></a>
@ -39,6 +35,24 @@ Introducing [Ultralytics](https://ultralytics.com) [YOLOv8](https://github.com/u
Explore the YOLOv8 Docs, a comprehensive resource designed to help you understand and utilize its features and capabilities. Whether you are a seasoned machine learning practitioner or new to the field, this hub aims to maximize YOLOv8's potential in your projects
<div align="center">
<br>
<a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.linkedin.com/company/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="3%" alt="Ultralytics LinkedIn"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://twitter.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="3%" alt="Ultralytics Twitter"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://youtube.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="3%" alt="Ultralytics YouTube"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.tiktok.com/@ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png" width="3%" alt="Ultralytics TikTok"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://www.instagram.com/ultralytics/"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-instagram.png" width="3%" alt="Ultralytics Instagram"></a>
<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="3%" alt="space">
<a href="https://ultralytics.com/discord"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="3%" alt="Ultralytics Discord"></a>
</div>
## Where to Start
- **Install** `ultralytics` with pip and get up and running in minutes &nbsp; [:material-clock-fast: Get Started](quickstart.md){ .md-button }

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@ -1,3 +1,8 @@
---
description: Detailed guide on the Ultralytics YOLO WorldTrainer class, including methods for fine-tuning world models and dataset building.
keywords: Ultralytics, YOLO, WorldTrainer, WorldModel, training, dataset, machine learning, AI, deep learning, computer vision, ViT-B/32, clip
---
# Reference for `ultralytics/models/yolo/world/train.py`
!!! Note

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@ -1,3 +1,8 @@
---
description: Comprehensive guide on the WorldTrainerFromScratch class for training YOLO world models from scratch on open-set datasets.
keywords: YOLO, WorldTrainerFromScratch, Ultralytics, YOLO world models, open-set datasets, deep learning, machine learning, computer vision, dataset building, ViT-B/32, CLIP, training
---
# Reference for `ultralytics/models/yolo/world/train_world.py`
!!! Note

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@ -0,0 +1,16 @@
---
description: This script integrates Ultralytics YOLO with OpenCV and Matplotlib to create and update line, bar, and pie charts for real-time data visualization in video processing.
keywords: Ultralytics, YOLO, data visualization, OpenCV, Matplotlib, line chart, bar chart, pie chart, real-time analytics, video processing, machine learning, computer vision, AGPL-3.0
---
# Reference for `ultralytics/solutions/analytics.py`
!!! Note
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/analytics.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/analytics.py). If you spot a problem please help fix it by [contributing](/help/contributing.md) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/solutions/analytics.py) 🛠️. Thank you 🙏!
<br><br>
## ::: ultralytics.solutions.analytics.Analytics
<br><br>

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@ -16,6 +16,7 @@
78843978+Skillnoob@users.noreply.github.com: Skillnoob
79740115+0xSynapse@users.noreply.github.com: 0xSynapse
abirami.vina@gmail.com: abirami-vina
andrei.kochin@intel.com: andrei-kochin
ayush.chaurarsia@gmail.com: AyushExel
chr043416@gmail.com: RizwanMunawar
glenn.jocher@ultralytics.com: glenn-jocher
@ -28,4 +29,3 @@ priytosh.revolution@live.com: priytosh-tripathi
shuizhuyuanluo@126.com: null
stormsson@users.noreply.github.com: stormsson
xinwang614@gmail.com: GreatV
andrei.kochin@intel.com: andrei-kochin

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@ -50,7 +50,9 @@
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware."
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[![PyPI - Version](https://img.shields.io/pypi/v/ultralytics?logo=pypi&logoColor=white)](https://pypi.org/project/ultralytics/) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ultralytics?logo=python&logoColor=gold)](https://pypi.org/project/ultralytics/)"
],
"metadata": {
"id": "o68Sg1oOeZm2"

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@ -49,7 +49,9 @@
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware."
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[![PyPI - Version](https://img.shields.io/pypi/v/ultralytics?logo=pypi&logoColor=white)](https://pypi.org/project/ultralytics/) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ultralytics?logo=python&logoColor=gold)](https://pypi.org/project/ultralytics/)"
]
},
{

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@ -49,7 +49,9 @@
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware."
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[![PyPI - Version](https://img.shields.io/pypi/v/ultralytics?logo=pypi&logoColor=white)](https://pypi.org/project/ultralytics/) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ultralytics?logo=python&logoColor=gold)](https://pypi.org/project/ultralytics/)"
],
"metadata": {
"id": "o68Sg1oOeZm2"

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@ -49,7 +49,9 @@
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware."
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[![PyPI - Version](https://img.shields.io/pypi/v/ultralytics?logo=pypi&logoColor=white)](https://pypi.org/project/ultralytics/) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ultralytics?logo=python&logoColor=gold)](https://pypi.org/project/ultralytics/)"
],
"metadata": {
"id": "o68Sg1oOeZm2"

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@ -50,7 +50,9 @@
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware."
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[![PyPI - Version](https://img.shields.io/pypi/v/ultralytics?logo=pypi&logoColor=white)](https://pypi.org/project/ultralytics/) [![Downloads](https://static.pepy.tech/badge/ultralytics)](https://pepy.tech/project/ultralytics) [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/ultralytics?logo=python&logoColor=gold)](https://pypi.org/project/ultralytics/)"
]
},
{
@ -67,7 +69,7 @@
"import ultralytics\n",
"ultralytics.checks()"
],
"execution_count": 1,
"execution_count": null,
"outputs": [
{
"output_type": "stream",
@ -103,7 +105,7 @@
"# Run inference on an image with YOLOv8n\n",
"!yolo predict model=yolov8n.pt source='https://ultralytics.com/images/zidane.jpg'"
],
"execution_count": 2,
"execution_count": null,
"outputs": [
{
"output_type": "stream",
@ -171,7 +173,7 @@
"# Validate YOLOv8n on COCO8 val\n",
"!yolo val model=yolov8n.pt data=coco8.yaml"
],
"execution_count": 3,
"execution_count": null,
"outputs": [
{
"output_type": "stream",
@ -250,7 +252,7 @@
"# Train YOLOv8n on COCO8 for 3 epochs\n",
"!yolo train model=yolov8n.pt data=coco8.yaml epochs=3 imgsz=640"
],
"execution_count": 4,
"execution_count": null,
"outputs": [
{
"output_type": "stream",
@ -384,7 +386,7 @@
"id": "CYIjW4igCjqD",
"outputId": "947e65cc-79c8-4713-bfd4-3139903ac05a"
},
"execution_count": 5,
"execution_count": null,
"outputs": [
{
"output_type": "stream",

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@ -171,6 +171,8 @@ nav:
- 🇫🇷&nbsp Français: https://docs.ultralytics.com/fr/
- 🇪🇸&nbsp Español: https://docs.ultralytics.com/es/
- 🇵🇹&nbsp Português: https://docs.ultralytics.com/pt/
- 🇹🇷&nbsp Türkçe: https://docs.ultralytics.com/tr/
- 🇻🇳&nbsp Tiếng Việt: https://docs.ultralytics.com/vi/
- 🇮🇳&nbsp हिन्दी: https://docs.ultralytics.com/hi/
- 🇸🇦&nbsp العربية: https://docs.ultralytics.com/ar/
- Quickstart:
@ -499,6 +501,7 @@ nav:
- tasks: reference/nn/tasks.md
- solutions:
- ai_gym: reference/solutions/ai_gym.md
- analytics: reference/solutions/analytics.md
- distance_calculation: reference/solutions/distance_calculation.md
- heatmap: reference/solutions/heatmap.md
- object_counter: reference/solutions/object_counter.md

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@ -33,7 +33,7 @@ class Analytics:
Args:
type (str): Type of chart to initialize ('line', 'bar', or 'pie').
writer: Video writer object to save the frames.
writer (object): Video writer object to save the frames.
im0_shape (tuple): Shape of the input image (width, height).
title (str): Title of the chart.
x_label (str): Label for the x-axis.
@ -64,7 +64,7 @@ class Analytics:
self.ax = fig.add_subplot(111, facecolor=self.bg_color)
(self.line,) = self.ax.plot([], [], color=line_color, linewidth=line_width)
elif type == "bar" or type == "pie":
elif type in {"bar", "pie"}:
# Initialize bar or pie plot
self.fig, self.ax = plt.subplots(figsize=figsize, facecolor=self.bg_color)
self.ax.set_facecolor(self.bg_color)