Update app.py add model

app.py

@@ -1,7 +1,19 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+def label_func(fname: str) -> str:
+    return fname.split("_")[0]
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+learner = load_learner("model.pkl")
+
+categories = ("daytime", "nighttime", "sunrise")
+
+def classify_image(img):
+    _, _, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label)
 iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c51d1092d9a2f7e07c0bb48663a9cb5c5ac1183c9cfd44c738ee22c9fb7e3718
+size 46994987