First bus/house app

README.md

@@ -1,10 +1,10 @@
 ---
-title: Testing2
-emoji: 🏃
-colorFrom: gray
-colorTo: green
+title: Bus Non Bus
+emoji: 🦀
+colorFrom: red
+colorTo: yellow
 sdk: gradio
-sdk_version: 3.28.0
+sdk_version: 3.28.2
 app_file: app.py
 pinned: false
 license: apache-2.0

app.py

@@ -3,23 +3,19 @@ import gradio as gr
 
 def is_cat(x): return x[0].isupper()
 
-# %% auto 0
 __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
 
-# %% ../app.ipynb 4
-learn = load_learner('model.pkl')
+learn = load_learner('bus_house_model.pkl')
 
-# %% ../app.ipynb 6
-categories = ('Dog', 'Cat')
+categories = ('Bus', 'House')
 
 def classify_image(img):
     pred, idx, probs = learn.predict(img)
     return dict(zip(categories, map(float, probs)))
 
-# %% ../app.ipynb 8
 image = gr.inputs.Image(shape=(192, 192))
 label = gr.outputs.Label()
-examples = ['cat.jpg', 'dog.jpg', 'dunno.jpg']
+examples = ['bus.jpg', 'house.jpg', 'dunno.jpg']
 
 intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
 intf.launch(inline=False)

model.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3eb97b9d8879dd3568beb8c62c737c459887acc4573f28e328245344bf1cdb15
-size 47061355