Add Favicon to doc page, update logo

README.md

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 # Fractal Tasks Core
 
 <p align="center">
-  <img src="https://github.com/user-attachments/assets/0a4d8d81-3ca8-4e5e-9c99-9a593e4c132c" alt="Fractal tasks core logo" width="400">
+  <img src="https://github.com/user-attachments/assets/74647fbf-f014-4b29-ac65-8df339e15636" alt="Fractal tasks core logo" width="400">
 </p>
 
 [![PyPI version](https://img.shields.io/pypi/v/fractal-tasks-core?color=gree)](https://pypi.org/project/fractal-tasks-core/)

docs/index.md

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 # Welcome to Fractal Tasks Core's documentation!
 
 <p align="center">
-  <img src="https://github.com/user-attachments/assets/0a4d8d81-3ca8-4e5e-9c99-9a593e4c132c" alt="Fractal tasks core logo" width="400">
+  <img src="https://github.com/user-attachments/assets/74647fbf-f014-4b29-ac65-8df339e15636" alt="Fractal tasks core logo" width="400">
 </p>
 
 Fractal tasks core is the official task package for the [Fractal](https://fractal-analytics-platform.github.io/) framework. It provides essential tools for building Fractal tasks, helpful utility functions, and a collection of ready-to-use tasks for processing bioimaging data. These tasks include OME-Zarr conversion, image registration, segmentation, and measurements.

mkdocs.yml

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 theme:
   name: "material"
   logo: 'assets/fractal_logo.png'
+  favicon: 'assets/fractal_favicon.png'
   custom_dir: "docs/overrides"
   features:
     - content.code.annotate
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       name: Switch to light mode
   icon:
     repo: fontawesome/brands/github
+  navigation:
+    expand: true
 
 
 nav: