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.gitattributes

@@ -32,3 +32,4 @@ 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
+images/house.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,21 @@
+#|export
+from fastai.vision.all import *
+import gradio as gr
+from fastbook import *
+
+#|export
+learn = load_learner('model.pkl')
+
+#|export
+def output(img):
+    predict,index,probs = learn.predict(img)
+    probs = torch.max(probs)
+    return f'The picture is appear to be {predict} with probability = {probs}'
+
+#|export
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['images/bean.jpg', 'images/tesla.jpg', 'images/Boeing.jpg', 'images/bird.jpg', 'images/boat.jpg',
+           'images/french.jpg','images/fat-cat.jpg']
+intf = gr.Interface(fn=output, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

images/boat.jpgZone.Identifier

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

images/french.jpgZone.Identifier

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

images/house.jpgZone.Identifier

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

images/tiger.jpgZone.Identifier

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

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4d5f3ba69aa8c41bfcf79fc304ffc1942d7588fcc4b422e32445859c7a11ec4
+size 103065265

requirements.txt

@@ -0,0 +1,2 @@
+torch
+fastai