upload application files

README.md

@@ -1,14 +1,14 @@
----
-title: Pet Classifier Fastai Course
-emoji: 📚
-colorFrom: indigo
-colorTo: gray
-sdk: gradio
-sdk_version: 5.12.0
-app_file: app.py
-pinned: false
-license: apache-2.0
-short_description: A pet classifier adopted from the fastai deep learning cours
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+---
+title: Pet Classifier Fastai Course
+emoji: 📚
+colorFrom: indigo
+colorTo: gray
+sdk: gradio
+sdk_version: 5.12.0
+app_file: app.py
+pinned: false
+license: apache-2.0
+short_description: A pet classifier adopted from the fastai deep learning cours
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,20 @@
+import gradio as gr
+from fastai.vision.all import *
+import skimage
+
+learn = load_learner('export.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 = "Pet Breed Classifier"
+description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces, based on the blog post below."
+article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
+examples = ['persian.jpg']
+interpretation='default'
+enable_queue=True
+
+gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()

cats_dogs_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6d5b2a789a2f8d0ce607a7226202fae527579263fe3dbd7b36d2864fc0b0d343
+size 47072660

cats_dogs_model.pkl:Zone.Identifier

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+[ZoneTransfer]
+ZoneId=3
+HostUrl=about:internet

persian.jpg:Zone.Identifier

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+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://www.google.com/

pet_model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:56f6841687f62654f56ede21a805739995eba65b3848fe7e8170048c923058c6
+size 87637754

pet_model.pkl:Zone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=https://www.kaggle.com/