main code

README.md

@@ -1,10 +1,10 @@
 ---
 title: Kentish Plover And White-faced Plover Classifier
-emoji: 🐢
-colorFrom: indigo
+emoji: 📉
+colorFrom: green
 colorTo: gray
 sdk: gradio
-sdk_version: 4.14.0
+sdk_version: 4.13.0
 app_file: app.py
 pinned: false
 license: apache-2.0

app.py

@@ -1,7 +1,18 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learner = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ('Kentish plover', 'White-faced plover')
+
+def classify_images(img):
+    pred, index, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.Image()
+label = gr.outputs.Label()
+examples = ['kentish_plover.png', 'white-faced_plover.png']
+
+intf = gr.Interface(fn=classify_images, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d6f4100d6da6b22a3977d35e6aacea55f3fece76ebe06ec2aeb0ed85afea8a7
+size 46969670