update .gitattributes so git lfs will track .pkl files

app.py

@@ -0,0 +1,27 @@
+import gradio as gr
+from fastai.vision.all import *
+import skimage
+
+learn = load_learner('bears_identifier_final.pkl')
+
+labels = learn.dls.vocab
+def predict(img):
+    img = PILImage.create(img)
+    pred,pred_idx,probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+title = "Bear Classifier"
+description = "A bear classifier trained on DDG images with Fastai. Created as demo for Gradio and HuggingFace Spaces."
+article="<p style='text-align: center'><a href='#' target='_blank'>TBD</a></p>"
+examples = ['grizzly.jpg']
+interpretation='default'
+enable_queue=True
+
+gr.Interface(
+    fn=predict, 
+    inputs=gr.Image(), 
+    outputs=gr.Label(num_top_classes=3),
+    title=title,
+    description=description,
+    article=article,
+    examples=examples,).launch(share=True)

bears_identifier_final.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d61f8fdc84c322f5e46d46368f602d612b3406968c88727b005bde6b62cbf6b
+size 46973822

requirements.txt

@@ -0,0 +1,2 @@
+fastai
+scikit-image