rebasing because omfg git lfs is a cluster

.gitattributes

@@ -29,3 +29,10 @@ 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
+*.jpg filter=lfs diff=lfs merge=lfs -text
+timtam.jpg filter=lfs diff=lfs merge=lfs -text
+black-headed-tricolour.jpg filter=lfs diff=lfs merge=lfs -text
+fawn.jpg filter=lfs diff=lfs merge=lfs -text
+red-headed-tricolour.jpg filter=lfs diff=lfs merge=lfs -text
+red.jpg filter=lfs diff=lfs merge=lfs -text
+sable.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from fastai.vision.all import *
+
+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 = "Corgi coat colour classifer"
+description = "An image classifier that classifies photos of adorable corgis by their coat colours. This will entice you to become owned by a corgi and I make no apologies."
+examples = ['timtam.jpg']
+interpretation='default'
+enable_queue=True
+
+gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=5),title=title,description=description,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe0745808d52f1e6485be0bf22f13b5008bc2934f25128752b4fdc56ca8588d4
+size 46997857

requirements.txt

@@ -0,0 +1,9 @@
+fastai>=2.0.0
+graphviz
+ipywidgets
+matplotlib
+nbdev>=0.2.12
+pandas
+scikit_learn
+azure-cognitiveservices-search-imagesearch
+sentencepiece