update app.py

app.py

@@ -60,15 +60,21 @@ def hello(DoYouWantToShowMisClassifiedImages, HowManyImages):
     return None
 misClass_demo = gr.Interface(
     fn = hello,
-    inputs=['text', gr.Slider(0, 20, step=5)],
+    inputs=[ gr.Textbox(label="Do you want to show misClassified images ?", placeholder="Yes / yes / YES", lines=1),
+             gr.Slider(0, 20, step=5, label = "How many images ?")],
     outputs=['image'],
-    title="Misclasseified Images",
-    description="If your answer to the question DoYouWantToShowMisClassifiedImages is yes, then only it works.",
+    title="Misclassified Images",
+    description="If your answer to the question is yes, then only it works !",
 )
 
 
 ############
 
+targets = None
+device = torch.device("cpu")
+classes = ('plane', 'car', 'bird', 'cat', 'deer',
+           'dog', 'frog', 'horse', 'ship', 'truck')
+
 
 def inference(DoYouWantToShowGradCAMMedImages, HowManyImages, WhichLayer, transparency):
   if(DoYouWantToShowGradCAMMedImages.lower() == "yes"):
@@ -84,13 +90,13 @@ def inference(DoYouWantToShowGradCAMMedImages, HowManyImages, WhichLayer, transp
 gradCAM_demo = gr.Interface(
     fn=inference,
         #DoYouWantToShowGradCAMMedImages, HowManyImages, WhichLayer, transparency
-    
-    inputs=[ gr.Textbox(label="Do You Want To Show GradCAMMed Images ?", info="Initial text", lines=1), 
-             gr.Slider(0, 20, step=5), gr.Slider(-3, -1, value = -1, step=1), 
+    inputs=[ gr.Textbox(label="Do you want to show GradCammed images ?", placeholder="Yes / yes / YES", lines=1), 
+             gr.Slider(0, 20, step=5, label = "How many images ?"), 
+             gr.Slider(-3, -1, value = -1, step=1, label = "Which layer ?"), 
              gr.Slider(0, 1, value = 0.7, label = "Overall Opacity of the Overlay")],
     outputs=['image'],
-    title="GradCammd Images",
-    description="If your answer to the question DoYouWantToShowGradCAMMedImages is yes, then only it works.",
+    title="GradCammed Images",
+    description="If your answer to the question is yes, then only it works !",
 )
 
 
@@ -105,7 +111,16 @@ imageInputter_demo = gr.Interface(
         "image","image","image","image","image","image","image","image","image","image"
     ],
     [
-        "image","image","image","image","image","image","image","image","image","image"
+        gr.Image("image", label = "output 1"),
+        gr.Image("image", label = "output 2"),
+        gr.Image("image", label = "output 3"),
+        gr.Image("image", label = "output 4"),
+        gr.Image("image", label = "output 5"),
+        gr.Image("image", label = "output 6"),
+        gr.Image("image", label = "output 7"),
+        gr.Image("image", label = "output 8"),
+        gr.Image("image", label = "output 9"),
+        gr.Image("image", label = "output 10")
     ],
     examples=[
         ["bird.jpg", "car.jpg", "cat.jpg"],