Update app.py

app.py

@@ -1,6 +1,7 @@
 import gradio as gr
 import numpy as np
 import PIL.Image
+from PIL import Image, ImageOps
 import random
 #from diffusers import DiffusionPipeline
 #from diffusers import StableDiffusionXLPipeline
@@ -113,6 +114,12 @@ def nms(x, t, s):
 @spaces.GPU
 def infer(image: PIL.Image.Image,prompt, negative_prompt, seed, randomize_seed, width, height, guidance_scale, num_inference_steps)-> PIL.Image.Image:
 
+    width, height  = image['composite'].size
+    ratio = np.sqrt(1024. * 1024. / (width * height))
+    new_width, new_height = int(width * ratio), int(height * ratio)
+    image = image['composite'].resize((new_width, new_height))
+
+    
     if randomize_seed:
         seed = random.randint(0, MAX_SEED)