updates to ui

.gitignore

@@ -0,0 +1,2 @@
+model.pklZone.Identifier
+tabby-cat-names-1467374954.jpgZone.Identifier

app.py

@@ -1,7 +1,19 @@
 import gradio as gr
+from fastai.vision.all import *
+import PIL
 
-def greet(name):
-    return "Hello " + name + "!!"
+learned = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+labels = learned.dls.vocab
+
+def predict (img):
+  img = PILImage.create(img)
+  pred, pred_idx, probs = learned.predict(img)
+  return dict(zip(labels, map(float, probs)))
+
+title = "Cat Predictor"
+examples= ["tabby.jpg"]
+
+iface = gr.Interface(fn=predict, title=title, examples=examples, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3))
+
+iface.launch(debug=True)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:693118bf2aedb896a9745dbeec1a65b2b61d02dd793418f21b7b8b9e9084ab70
+size 47065195