AnimalClassifier

app.py

@@ -1,3 +1,19 @@
+from fastai.vision.all import *
 import gradio as gr
-def greet(name): return f"Hello {name}!"
-gr.Interface(fn=greet, inputs="text", outputs="text").launch()
+
+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', 'both.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

both.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://i.quotev.com/img/q/u/18/12/14/6kvdklhj2h.jpg
+HostUrl=https://i.quotev.com/img/q/u/18/12/14/6kvdklhj2h.jpg

cat.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://pixnio.com/free-images/2017/09/26/2017-09-26-09-28-58-823x825.jpg
+HostUrl=https://pixnio.com/free-images/2017/09/26/2017-09-26-09-28-58-823x825.jpg

dog.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.publicdomainpictures.net/pictures/40000/velka/cute-dog-1362593345bn4.jpg
+HostUrl=https://www.publicdomainpictures.net/pictures/40000/velka/cute-dog-1362593345bn4.jpg

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ad4f27fe07e450c2c1ff42b0ffd8dfec9ccf492660605a7e078aba082b26b7
+size 47061483

model.pklZone.Identifier

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