Upload 2 files

.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
+cats_dogs.pk1 filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,21 @@
+__all__ = ['is_cat', 'learner_pets', 'categories', 'classify_pet', 'image', 'label', 'examples', 'intf']
+
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+learner_pets = load_learner('cats_dogs.pk1')
+categories = ['Dog', 'Cat']
+
+def classify_pet(img):
+  prediction, index, probability = learner_pets.predict(img)
+  return dict(zip(categories, map(float, probability)))
+
+intf = gr.Interface(fn=classify_pet,
+             inputs=gr.Image(shape=(192, 192)),
+             outputs=gr.Label(),
+             examples=['dog.jpeg', 'cat.png', 'not_sure.jpeg'])
+intf.launch(inline=False)
+
+

cats_dogs.pk1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7503282d639e3546ac7aceef1c955a087f9a70c3477460dae690c837fdae130
+size 47065195