Upload 3 files

app.py

@@ -1,7 +1,11 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('./tree-classifier.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+def predict(image):
+    leaf_type,_,probs = learn.predict(image)
+    return f"This is a: {leaf_type}. \nProbability it's a {leaf_type}: {probs.max():.4f}"
+
+iface = gr.Interface(fn=predict, inputs="image", outputs="text")
 iface.launch()

tree-classifier.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ef961246dbbf27f9b51965bf601808e50bc757ad47d371cba6948c30792f56f
+size 46966279