Fix image and shields

README.md

 <p align="center">
     <br>
-    <img src="https://raw.githubusercontent.com/huggingface/diffusers/main/docs/source/imgs/diffusers_library.jpg" width="400"/>
+    <img src="docs/source/imgs/diffusers_library.jpg" width="400"/>
     <br>
 <p>
 <p align="center">
-    <a href="https://github.com/huggingface/diffusers/blob/master/LICENSE">
+    <a href="https://github.com/huggingface/diffusers/blob/main/LICENSE">
         <img alt="GitHub" src="https://img.shields.io/github/license/huggingface/datasets.svg?color=blue">
     </a>
     <a href="https://github.com/huggingface/diffusers/releases">
-        <img alt="GitHub release" src="https://img.shields.io/github/release/huggingface/datasets.svg">
+        <img alt="GitHub release" src="https://img.shields.io/github/release/huggingface/diffusers.svg">
     </a>
     <a href="CODE_OF_CONDUCT.md">
         <img alt="Contributor Covenant" src="https://img.shields.io/badge/Contributor%20Covenant-2.0-4baaaa.svg">
     </a>
-    <a href="https://zenodo.org/badge/latestdoi/250213286"><img src="https://zenodo.org/badge/250213286.svg" alt="DOI"></a>
 </p>
 
 🤗 Diffusers provides pretrained diffusion models across multiple modalities, such as vision and audio, and serves