model

app.py

@@ -0,0 +1,19 @@
+from fastai.vision.all import *
+import gradio as gr
+
+
+learn = load_learner("model.pkl")
+
+categories = ('Guitar','Piano')
+
+def classify_image(image):
+  outcome,idx,probs = learn.predict(image)
+  return dict(zip(categories,map(float,probs)))
+
+
+iface = gr.Interface(
+    fn = classify_image,
+    inputs = "image",
+    outputs = gr.outputs.Label()
+    )
+iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e2a6b907c3a77173f22313d3006bff873c55848ab52afa76230817922334411
+size 46953617

requirements.txt

@@ -0,0 +1 @@
+fastai==2.7.10