add model file

app.py

@@ -1,7 +1,33 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn_inf = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+labels = learn.dls.vocab
+
+def predict(img):
+  img = PILImage.create(img)
+  pred, pred_idx, probs = learn.predict(img)
+  return {
+      labels[i]: float(probs[i]) for i in range(len(labels))
+  }
+
+gr.Interface(
+    title="Late Night Host Classifier",
+    description="Upload a photo of Jimmy Kimmel, Jimmy Fallon or Conan O'Brien",
+    fn=predict,
+    inputs=gr.Image(),
+    outputs=gr.Label(num_top_classes=3),
+    # examples=[],
+    # enable_queue=True,
+).launch(
+    # share=True,
+    # debug=True
+)
+
+
+# def greet(name):
+#     return "Hello " + name + "!!"
+
+# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+# iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b041cfbd52c5a85a6241abb335630d48f5a3daf89aec8f4066b08227d23ec1e7
+size 46974506

requirements.txt

@@ -0,0 +1 @@
+fastai