removing deprecated stuff, adding back examples

app.py

@@ -8,7 +8,7 @@ title = "Open/Closed Door Classifier"
 description = "A classifier trained using fastai on search images of open and closed doors." \
     "Created for Lesson 2 in the fastai course."
 
-'''
+
 
 examples = ["open-door.jpg", 
     "crack_2.jpg", "red_arch.jpg", 
@@ -18,13 +18,9 @@ examples = ["open-door.jpg",
 
 examples = list(
     map(
-        lambda x: 
-        os.path.join(
-            os.path.dirname(__file__), 
-            "examples/" + x), 
+        lambda x:  "examples/" + x, 
         examples))
 #print(examples)
-'''
 
 
 learn = load_learner('door_model.pkl')
@@ -38,10 +34,12 @@ def predict(img):
 
 iface = gr.Interface(
     fn=predict,
-    inputs=gr.inputs.Image(shape=(224, 224)),
-    outputs=gr.outputs.Label(),
+    inputs=gr.Image(shape=(224, 224)),
+    outputs=gr.Label(),
     title=title,
     description=description,
-    examples=['examples/red.jpg']).launch()
+    examples=examples)
+
+iface.launch()