YOLOv8.1 blog, Explorer notebook and 2023 > 2024 updates (#7469)

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com>

docs/ar/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics، YOLOv8، كشف الكائنات، تجزئة الصور
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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>

docs/de/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, Objekterkennung, Bildsegmentierung, maschinelles
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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>

docs/en/datasets/explorer/api.md

@@ -8,6 +8,7 @@ keywords: Ultralytics Explorer API, Dataset Exploration, SQL Queries, Vector Sim
 
 ## Introduction
 
+<a href="https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/docs/en/datasets/explorer/explorer.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a>  
 The Explorer API is a Python API for exploring your datasets. It supports filtering and searching your dataset using SQL queries, vector similarity search and semantic search.
 
 ## Installation

docs/en/datasets/explorer/explorer.ipynb

@@ -44,7 +44,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install ultralytics\n",
+    "%pip install ultralytics[explorer] openai\n",
+    "import ultralytics\n",
     "ultralytics.checks()"
    ]
   },

docs/en/datasets/explorer/index.md

@@ -10,10 +10,9 @@ keywords: Ultralytics Explorer, CV Dataset Tools, Semantic Search, SQL Dataset Q
 <img width="1709" alt="Screenshot 2024-01-08 at 7 19 48 PM (1)" src="https://github.com/AyushExel/assets/assets/15766192/e536b0eb-6bce-43fe-b800-3e79510d2e5b">
 </p>
 
+<a href="https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/docs/en/datasets/explorer/explorer.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a>  
 Ultralytics Explorer is a tool for exploring CV datasets using semantic search, SQL queries, vector similarity search and even using natural language. It is also a Python API for accessing the same functionality.
 
-
-
 ### Installation of optional dependencies
 
 Explorer depends on external libraries for some of its functionality. These are automatically installed on usage. To manually install these dependencies, use the following command:

docs/en/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, object detection, image segmentation, machine lea
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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>

docs/es/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, detección de objetos, segmentación de imágenes
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" target="_blank">
     <img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Banner de Ultralytics YOLO"></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="GitHub de Ultralytics"></a>

docs/fr/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, détection d'objets, segmentation d'images, appre
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" target="_blank">
     <img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Bannière Ultralytics YOLO"></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="GitHub Ultralytics"></a>

docs/hi/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, वस्तु पता लगाना, छव
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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>

docs/ja/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, オブジェクト検出, 画像セグメンテ
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" target="_blank">
     <img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Ultralytics YOLOバナー"></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>

docs/ko/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, 객체 탐지, 이미지 분할, 기계 학습,
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" target="_blank">
     <img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Ultralytics YOLO 배너"></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>

docs/mkdocs.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra: # version:
   #   provider: mike  #  version drop-down menu
   robots: robots.txt

docs/mkdocs_ar.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_de.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_es.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_fr.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_hi.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_ja.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_ko.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_pt.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_ru.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/mkdocs_zh.yml

@@ -64,7 +64,7 @@ theme:
     - content.tabs.link  # all code tabs change simultaneously
 
 # Customization
-copyright: <a href="https://ultralytics.com" target="_blank">© 2023 Ultralytics Inc.</a> All rights reserved.
+copyright: <a href="https://ultralytics.com" target="_blank">© 2024 Ultralytics Inc.</a> All rights reserved.
 extra:
   # version:
   #   provider: mike  #  version drop-down menu

docs/overrides/stylesheets/style.css

@@ -47,4 +47,4 @@ div.highlight {
 /* Set language dropdown maximum height to screen height */
 .md-header .md-select:hover .md-select__inner {
   max-height: 75vh;
-}
+}

docs/pt/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, detecção de objetos, segmentação de imagens,
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" target="_blank">
     <img width="1024" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png" alt="Banner Ultralytics YOLO"></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="GitHub da Ultralytics"></a>

docs/ru/index.md

@@ -6,7 +6,7 @@ keywords: Ultralytics, YOLOv8, обнаружение объектов, сегм
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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="GitHub Ultralytics"></a>

docs/zh/index.md

@@ -8,7 +8,7 @@ keywords: Ultralytics, YOLOv8, 目标检测, 图像分割, 机器学习, 深度
 
 <div align="center">
   <p>
-    <a href="https://yolovision.ultralytics.com" target="_blank">
+    <a href="https://www.ultralytics.com/blog/ultralytics-yolov8-turns-one-a-year-of-breakthroughs-and-innovations" 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>