Fix typos

README.md

@@ -63,10 +63,9 @@ The demos above showcase 30-second videos generated using our SkyReels-V2 Diffus
 
 ## 🚀 Quickstart
 
-Wan can run directly using 🤗 Diffusers!
+[SkyReels-V2](https://huggingface.co/docs/diffusers/main/en/api/pipelines/skyreels_v2) can be run directly using 🤗 Diffusers!
 
 ```py
-# pip install ftfy
 import numpy as np
 import torch
 from diffusers import AutoModel, SkyReelsV2ImageToVideoPipeline, UniPCMultistepScheduler
@@ -94,18 +93,6 @@ def aspect_ratio_resize(image, pipeline, max_area=720 * 1280):
     image = image.resize((width, height))
     return image, height, width
 
-def center_crop_resize(image, height, width):
-    # Calculate resize ratio to match first frame dimensions
-    resize_ratio = max(width / image.width, height / image.height)
-
-    # Resize the image
-    width = round(image.width * resize_ratio)
-    height = round(image.height * resize_ratio)
-    size = [width, height]
-    image = TF.center_crop(image, size)
-
-    return image, height, width
-
 first_frame, height, width = aspect_ratio_resize(first_frame, pipeline)
 
 prompt = "CG animation style, a small blue bird takes off from the ground, flapping its wings. The bird's feathers are delicate, with a unique pattern on its chest. The background shows a blue sky with white clouds under bright sunshine. The camera follows the bird upward, capturing its flight and the vastness of the sky from a close-up, low-angle perspective."