feat: Test out the Pet breeds

app.py

@@ -1,7 +1,20 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('export.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+def classify_image(img):
+    pred, pred_idx, probs = learn.predict(img)
+    return dict(zip(learn.dls.vocab, map(float, probs)))
+
+# def greet(name):
+#     return "Hello " + name + "!!"
+
+image = gr.Image(height=192, width=192)
+
+intf = gr.Interface(fn=classify_image,
+                    inputs=image,
+                    outputs='label'
+)
+
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ff9c22c165cd5ae647c3b509a863e4edbc7de843529e2d8d74f0b2cb154972c
+size 103057644