[docs] Update README for v0.7.1, use full release dates

Author: Breakthrough

README.md

@@ -13,7 +13,7 @@
 
 ----------------------------------------------------------
 
-### Latest Release: v0.7 (May 3, 2026)
+### Latest Release: v0.7.1 (July 21, 2026)
 
 **Website**:  [scenedetect.com](https://www.scenedetect.com)
 
@@ -114,7 +114,7 @@ We evaluate the performance of different detectors in terms of accuracy and proc
 
  - [Documentation](https://www.scenedetect.com/docs/) (covers application and Python API)
  - [CLI Example](https://www.scenedetect.com/cli/)
- - [Config File](https://www.scenedetect.com/docs/0.6.4/cli/config_file.html)
+ - [Config File](https://www.scenedetect.com/docs/latest/cli/config_file.html)
 
 ## Help & Contributing
 

website/pages/changelog.md

@@ -3,7 +3,7 @@
 
 ## PySceneDetect 0.7
 
-### PySceneDetect 0.7.1 (July 2026)
+### PySceneDetect 0.7.1 (July 21, 2026)
 
 PySceneDetect 0.7.1 adds a new `scenedetect-core` package and official Docker images to make downstream integration easier, along with support for concatenating multiple videos. It also includes several stability and robustness fixes for the PyAV and OpenCV backends.
 

website/pages/download.md

@@ -27,7 +27,7 @@ All three provide the same `scenedetect` Python module -- install only one of th
 
 <div class="important">
 <h3 class="wy-text-neutral"><span class="fa fa-forward wy-text-info"></span> Latest Release: <b class="wy-text-neutral">v0.7.1</b></h3>
-<h4 class="wy-text-neutral"><span class="fa fa-calendar wy-text-info"></span>&nbsp; Release Date:&nbsp; <b>July 2026</b></h4>
+<h4 class="wy-text-neutral"><span class="fa fa-calendar wy-text-info"></span>&nbsp; Release Date:&nbsp; <b>July 21, 2026</b></h4>
 <a href="https://github.com/Breakthrough/PySceneDetect/releases/download/v0.7.1/PySceneDetect-0.7.1-win64.msi" class="btn btn-info" style="margin-bottom:8px;" role="button"><span class="fa fa-download"></span>&nbsp; <b>Installer</b>&nbsp;&nbsp;(recommended)</a> &nbsp;&nbsp;&nbsp;&nbsp;
 <a href="https://github.com/Breakthrough/PySceneDetect/releases/download/v0.7.1/PySceneDetect-0.7.1-win64.zip" class="btn btn-info" style="margin-bottom:8px;" role="button"><span class="fa fa-download"></span>&nbsp; <b>Portable .zip</b></a> &nbsp;&nbsp;&nbsp;&nbsp;
 <a href="../cli/" class="btn btn-success" style="margin-bottom:8px;" role="button"><span class="fa fa-book"></span>&nbsp; <b>Getting Started</b></a>

website/pages/index.md

@@ -3,7 +3,7 @@
 <img alt="PySceneDetect" src="img/pyscenedetect_logo_small.png" />
 
 <div class="important">
-<h3 class="wy-text-neutral"><span class="fa fa-info-circle wy-text-info"></span>&nbsp; Latest Release: <b>v0.7.1</b> (July 2026)</h3>
+<h3 class="wy-text-neutral"><span class="fa fa-info-circle wy-text-info"></span>&nbsp; Latest Release: <b>v0.7.1</b> (July 21, 2026)</h3>
 <a href="download/" class="btn btn-success" style="margin-bottom:8px;" role="button"><span class="fa fa-download"></span>&nbsp; <b>Download</b></a> &nbsp;&nbsp;&nbsp;&nbsp; <a href="changelog/" class="btn btn-info" style="margin-bottom:8px;" role="button"><span class="fa fa-reorder"></span>&nbsp; <b>Changelog</b></a> &nbsp;&nbsp;&nbsp;&nbsp; <a href="docs/latest/" class="btn btn-warning" style="margin-bottom:8px;" role="button"><span class="fa fa-gear"></span>&nbsp; <b>Documentation</b></a> &nbsp;&nbsp;&nbsp;&nbsp; <a href="cli/" class="btn btn-danger" style="margin-bottom:8px;" role="button"><span class="fa fa-book"></span>&nbsp; <b>Getting Started</b></a>
 </div>