added new app and requirements.txt

app.py

@@ -1,7 +1,20 @@
+
+__all__ = ['learn', 'categories', 'classify_images', 'image', 'label', 'intf']
+
+import fastai
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('export.pkl')
+
+categories = ('barn', 'barred', 'snowy')
+
+def classify__images(img):
+    preds,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+intf = gr.Interface(fn=classify__images, inputs=image, outputs=label)
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc4600a3999b6c08b2babac66d09d672fb19c908be386b76d7e760a62fb89566
+size 46967073

requiements.txt

@@ -0,0 +1,2 @@
+fastai == 2.7.9
+gradio