haha

.gitattributes

@@ -32,3 +32,4 @@ 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
+teddy.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,7 +1,23 @@
 import gradio as gr
+from fastai.vision.all import load_learner
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+learn = load_learner("export.pkl")
+categories = ("black", "grizzly", "teddy")
+
+
+def classify_image(img):
+    _, _, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ["black.jpg", "grizzly.jpg", "teddy.jpg"]
+
+
+iface = gr.Interface(
+    fn=classify_image, inputs="image", outputs="text", examples=examples
+)
+
+iface.launch()

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1430401378b0e62976af41193f7158305a594e03c1aea1c804fc39ff879e2e3e
+size 46965327