Update app.py

app.py

@@ -2,7 +2,7 @@ import gradio as gr
 from huggingface_hub import from_pretrained_keras
 import numpy as np
 from PIL import Image
-
+from tensorflow.keras.utils import load_img
 
 
 
@@ -13,8 +13,10 @@ def rgb2gray(rgb):
  
 def fun(a):
     reloaded_model = from_pretrained_keras('jmparejaz/Facial_Age-gender-eth_Recognition')
-    inp = a.reshape((-1, 48, 48, 3))
-    return a
+    img=load_img(a, grayscale=True)
+    
+    #inp = a.reshape((-1, 48, 48, 3))
+    return img
 
 
-gr.Interface(fn=fun, inputs=gr.Image(shape=(48, 48)), outputs="image").launch()
+gr.Interface(fn=fun, inputs="image", outputs="image").launch()