updating the gradio functionality

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,23 +1,25 @@
 from fastai.vision.all import *
-import gradio as gr #pip install gradio==3.50
+import gradio as gr
 import pathlib
-#temp = pathlib.PosixPath
-#pathlib.PosixPath = pathlib.WindowsPath
 
-#im = PILImage.create('grizzly.jpg')
+# Load the trained model
 learn = load_learner('export.pkl')
-#print(learn.predict(im))
+
+# Categories for the prediction
 categories = ('grizzly', 'black', 'teddy')
 
+# Image classification function
 def classify_image(img):
     pred, idx, probs = learn.predict(img)
     return dict(zip(categories, map(float,probs)))
 
-#print(classify_image(im))
-
-image = gr.inputs.Image(shape=(192,192))
-label = gr.outputs.Label()
+# Define the Gradio interface
+image = gr.Image(shape=(192, 192))  # Define the image input with shape
+label = gr.Label()  # Output label for the classification result
 examples = ['grizzly.jpg', 'black.jpg', 'teddy.jpg', 'dunno.jpg']
 
+# Create the interface
 inft = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+
+# Launch the interface
 inft.launch(inline=False)

black.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://upload.wikimedia.org/wikipedia/commons/0/08/01_Schwarzb%C3%A4r.jpg

dunno.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://i.redd.it/is-this-a-brown-grizzly-bear-or-a-black-bear-v0-p2gs8tx9h07b1.jpg?width=1280&format=pjpg&auto=webp&s=de0a2fe5abac9d5ca3a6f6910ff8f144e26bc6e8

export.pklZone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=about:internet

grizzly.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://upload.wikimedia.org/wikipedia/commons/a/a9/GrizzlyBearJeanBeaufort.jpg

requirements.txt

@@ -1,2 +1,2 @@
-gradio==3.50
+gradio
 fastai

teddy.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://cdn4.volusion.store/9nxdj-fchy5/v/vspfiles/photos/AR-01779-2.jpg?v-cache=1721046273