[ADD] Files without model.pkl

.gitattributes

@@ -29,3 +29,4 @@ 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
+model.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,7 +1,20 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+categories = 'Dalle-2', 'Midjourney'
+
+def classify_ai_art(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+learn = load_learner('model.pkl')
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['midjourney.jpg', 'dalle2.jpg']
+
+intf = gr.Interface(fn=classify_ai_art, input=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()