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.gitattributes

@@ -32,3 +32,5 @@ 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
+edgar_castrejon_unsplash.jpg filter=lfs diff=lfs merge=lfs -text
+example.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,8 +1,8 @@
 ---
 title: Gourds
-emoji: 🔥
-colorFrom: indigo
-colorTo: indigo
+emoji: 👁
+colorFrom: gray
+colorTo: red
 sdk: gradio
 sdk_version: 3.15.0
 app_file: app.py

app.py

@@ -0,0 +1,19 @@
+import gradio as gr
+from fastai.vision.all import *
+import skimage
+
+learn = load_learner('model.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 winter squash classifer created by Candace Williams in fastai"
+examples = ['david_trinks_unsplash.jpg', 'edgar_castrejon_unsplash.jpg', 'example.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,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0907ecd5c479f4c646d8ec8cb357d70c46bb32c801800598d641d92e7c4221f
+size 47026283

requirements.txt

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