update dunno image

README.md

@@ -1,8 +1,8 @@
 ---
-title: Dogs And Cats
-emoji: 📚
-colorFrom: indigo
-colorTo: red
+title: Cats And Dogs
+emoji: 📊
+colorFrom: yellow
+colorTo: gray
 sdk: gradio
 sdk_version: 3.34.0
 app_file: app.py

app.py

@@ -0,0 +1,21 @@
+__all__ = ['is_cat', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+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, 192))
+label = gr.outputs.Label()
+examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27330627458313185d0df3a9d15cd0d1579b35f6cdd78a94ea1063de528aee1a
+size 47061483