Spaces:
Sleeping
Sleeping
rebasing because omfg git lfs is a cluster
Browse files- .gitattributes +7 -0
- 02_production.ipynb +0 -0
- app.py +18 -0
- black-headed-tricolour.jpg +3 -0
- corgi-or-loaf.ipynb +0 -0
- export.pkl +3 -0
- fawn.jpg +3 -0
- red-headed-tricolour.jpg +3 -0
- red.jpg +3 -0
- requirements.txt +9 -0
- sable.jpg +3 -0
- timtam.jpg +3 -0
.gitattributes
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@@ -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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*.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
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02_production.ipynb
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app.py
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import gradio as gr
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from fastai.vision.all import *
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learn = load_learner('export.pkl')
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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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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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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()
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black-headed-tricolour.jpg
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Git LFS Details
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corgi-or-loaf.ipynb
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export.pkl
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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
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fawn.jpg
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Git LFS Details
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red-headed-tricolour.jpg
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Git LFS Details
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red.jpg
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requirements.txt
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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
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sable.jpg
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Git LFS Details
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timtam.jpg
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Git LFS Details
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