init

app.py

@@ -0,0 +1,28 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% app.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+import timm
+
+# %% app.ipynb 3
+learn = load_learner('model.pkl')
+
+# %% app.ipynb 5
+categories = learn.dls.vocab
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% app.ipynb 7
+image = gr.Image(height=192, width=192) # lecture material deprecated
+label = gr.Label()
+examples = ['basset.jpg']
+
+# %% app.ipynb 8
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

basset.jpg:Zone.Identifier

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+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcT9h3St2X6aJPDhGpZp2CdkXh194SHX5p2Fjg&s

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a59047e862f35c7be01d6c038388b7d6757c02f4a099cf45ae8f8ef81120c6bf
+size 114986310

model.pkl:Zone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=https://www.kaggle.com/

pet-classifier-train.ipynb:Zone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=https://www.kaggle.com/