Initial commit

README.md

@@ -1,12 +1,13 @@
 ---
-title: Fastai Chapter2 V2
-emoji: 👀
-colorFrom: pink
-colorTo: gray
+title: Fastai Chapter2
+emoji: 🦀
+colorFrom: purple
+colorTo: indigo
 sdk: gradio
 sdk_version: 5.25.2
 app_file: app.py
 pinned: false
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+learn = load_learner('model.pkl')
+
+categories = ('Dog','Cat')
+
+def classify_image(img)
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,92))
+label = gr.outputs.Label()
+examples = ['cat.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+

model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:654a2de9dc82bf473caea2146775a0f013da4a2a68a35fd9f27269810a178035
+size 47066878