Upload app.py

app.py

@@ -101,8 +101,6 @@ To get started, you can use the provided example image and query pairs, or
 upload your own images.
 This demo uses GPT-4V, so it requires an OpenAI API key.
 
-To use the provided example images, you can right click on the image -> copy image, then click the clipboard icon in the Input Image box.
-
 Hyperparameters to set:
 * N Samples for Initialization - how many initial points are sampled for the first PIVOT iteration.
 * N Samples for Optimiazation - how many points are sampled for subsequent iterations.
@@ -114,6 +112,8 @@ Note that each iteration takes about ~10s, and each additional ensemble adds a m
 After PIVOT finishes, the image gallery below will visualize PIVOT results throughout all the iterations.
 There are two images for each iteration - the first one shows all the sampled points, and the second one shows which one PIVOT picked.
 The Info textbox will show the final selected pixel coordinate that PIVOT converged to.
+
+**To use the example images, right click on the image -> copy image, then click the clipboard icon in the Input Image box.**
 """.strip())
 
   gr.Markdown(
@@ -126,8 +126,17 @@ The Info textbox will show the final selected pixel coordinate that PIVOT conver
   gr.Markdown('## New Query')
   with gr.Row():
     with gr.Column():
-      inp_im = gr.Image(label='Input Image', type='numpy', show_label=True)
-      inp_query = gr.Textbox(label='Description', lines=1)
+      inp_im = gr.Image(
+          label='Input Image',
+          type='numpy',
+          show_label=True,
+          value=examples[0]['im_path'],
+      )
+      inp_query = gr.Textbox(
+          label='Description',
+          lines=1,
+          placeholder=examples[0]['desc'],
+      )
 
     with gr.Column():
       inp_openai_api_key = gr.Textbox(