image type change

app.py

@@ -1,6 +1,10 @@
 from fastai.vision.all import *
 import gradio as gr
 
+# import pathlib
+# temp = pathlib.PosixPath
+# pathlib.PosixPath = pathlib.WindowsPath
+
 cap_labels = (
     'balaclava cap', 
      'baseball cap', 
@@ -30,8 +34,8 @@ def recognize_image(image):
   pred, idx, probs = model.predict(image)
   return dict(zip(cap_labels, map(float, probs)))
 
-image = gr.inputs.Image(shape=(192,192))
-label = gr.outputs.Label()
+image = gr.inputs.Image(type='pil', shape=(192,192))
+label = gr.outputs.Label(num_top_classes=5)
 examples = [
     'test_images/unknown_00.jpg',
     'test_images/unknown_01.jpg',
@@ -40,4 +44,4 @@ examples = [
     ]
 
 iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label, examples=examples)
-iface.launch()
+iface.launch(inline=False)

flagged/log.csv

@@ -0,0 +1,2 @@
+image,output,flag,username,timestamp
+F:\MasterCourse\Week 09 - End-to-end Data Science Pipeline in Practice\Lecture 34 - Deploy Model to HuggingFace Spaces\cap-recognizer\flagged\image\tmpphp290am.jpg,,,,2023-01-05 23:56:06.368167