KathyReid commited on
Commit
1ebada7
1 Parent(s): 1607581

rebasing because omfg git lfs is a cluster

Browse files
.gitattributes CHANGED
@@ -29,3 +29,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ timtam.jpg filter=lfs diff=lfs merge=lfs -text
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+ black-headed-tricolour.jpg filter=lfs diff=lfs merge=lfs -text
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+ fawn.jpg filter=lfs diff=lfs merge=lfs -text
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+ red-headed-tricolour.jpg filter=lfs diff=lfs merge=lfs -text
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+ red.jpg filter=lfs diff=lfs merge=lfs -text
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+ sable.jpg filter=lfs diff=lfs merge=lfs -text
02_production.ipynb ADDED
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app.py ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import gradio as gr
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+ from fastai.vision.all import *
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+
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+ learn = load_learner('export.pkl')
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+
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+ labels = learn.dls.vocab
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+ def predict(img):
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+ img = PILImage.create(img)
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+ pred,pred_idx,probs = learn.predict(img)
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+ return {labels[i]: float(probs[i]) for i in range(len(labels))}
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+
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+ title = "Corgi coat colour classifer"
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+ 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."
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+ examples = ['timtam.jpg']
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+ interpretation='default'
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+ enable_queue=True
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+
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+ 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()
black-headed-tricolour.jpg ADDED

Git LFS Details

  • SHA256: c72f7dbec45992760756142c12a6a2eb63c7a64d3151d56dde6b8ad7b9f07dd4
  • Pointer size: 129 Bytes
  • Size of remote file: 5 kB
corgi-or-loaf.ipynb ADDED
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export.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:fe0745808d52f1e6485be0bf22f13b5008bc2934f25128752b4fdc56ca8588d4
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+ size 46997857
fawn.jpg ADDED

Git LFS Details

  • SHA256: 34f0735232601a38e966e62887c4dae84f423534a834c95a8fa52d7fef299bd9
  • Pointer size: 129 Bytes
  • Size of remote file: 4.93 kB
red-headed-tricolour.jpg ADDED

Git LFS Details

  • SHA256: c9ad4c2c812f41433768a8b8ed159dc881ff486458f84c7bd6f0f95bfe61839d
  • Pointer size: 129 Bytes
  • Size of remote file: 5.03 kB
red.jpg ADDED

Git LFS Details

  • SHA256: cca425d188168e9b052ed69ca206ef85dd9d0226ed8db1c04cb3dbc10ddd7fea
  • Pointer size: 130 Bytes
  • Size of remote file: 10.1 kB
requirements.txt ADDED
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+ fastai>=2.0.0
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+ graphviz
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+ ipywidgets
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+ matplotlib
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+ nbdev>=0.2.12
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+ pandas
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+ scikit_learn
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+ azure-cognitiveservices-search-imagesearch
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+ sentencepiece
sable.jpg ADDED

Git LFS Details

  • SHA256: 28f48a1e727369bb1759e171f386480642aa98e073356b9f56343aae533de89f
  • Pointer size: 129 Bytes
  • Size of remote file: 6.45 kB
timtam.jpg ADDED

Git LFS Details

  • SHA256: e9dbb97ebf5ed2ccd5eb3c28d93f695a5dee8a34a2e2ae77a96b1aef2ffaffbd
  • Pointer size: 132 Bytes
  • Size of remote file: 4.01 MB