message

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+model.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,29 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: Bear Classifier (model uploaded).ipynb.
+
+# %% auto 0
+__all__ = ['model', 'categories', 'image', 'label', 'examples', 'intf', 'classify_images']
+
+# %% Bear Classifier (model uploaded).ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+# %% Bear Classifier (model uploaded).ipynb 3
+model = load_learner('model.pkl')
+
+# %% Bear Classifier (model uploaded).ipynb 5
+categories = ("black", "grizzly", "teddy")
+
+def classify_images(img):
+    pred,idx,probs = model.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+classify_images(im)
+
+# %% Bear Classifier (model uploaded).ipynb 6
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['blackbear.jpg', 'bear.jpeg']
+
+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:ea74d3db0b48cc44dcc2b3135771f1b8df36417658c8132d8f9140c9bc34227f
+size 46961487

requirements.txt

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