Commit
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f04ef9b
1
Parent(s):
d9b8dbb
Upload 9 files
Browse files- .gitattributes +3 -0
- Bardock.jpg +3 -0
- Goku Black.jpg +3 -0
- Goku Jr..jpg +0 -0
- Goku.jpg +3 -0
- Goten.jpg +0 -0
- Turles.jpg +0 -0
- app.py +19 -0
- model.pkl +3 -0
- requirements.txt +1 -0
.gitattributes
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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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Bardock.jpg filter=lfs diff=lfs merge=lfs -text
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Goku[[:space:]]Black.jpg filter=lfs diff=lfs merge=lfs -text
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Goku.jpg filter=lfs diff=lfs merge=lfs -text
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Bardock.jpg
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Git LFS Details
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Goku Black.jpg
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Git LFS Details
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Goku Jr..jpg
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Goku.jpg
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Git LFS Details
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Goten.jpg
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Turles.jpg
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app.py
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from fastai.vision.all import *
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import gradio as gr
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def is_goku(x):
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return x[0].issuper()
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learn = load_learner ('model.pkl')
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categories = ('Bardock', 'Goku', 'Goku Black', 'Goku Jr.', 'Goten', 'Turles')
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def classify_image (img):
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float,probs)))
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image=inputs=gr.Image(type="pil")
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label=gr.Label(num_top_classes=6)
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examples =['Goku.jpg', 'Goku Black.jpg', 'Turles.jpg', 'Bardock.jpg', 'Goku Jr..jpg', 'Goten.jpg']
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title = "Goku Lookalikes Classifier"
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intf = gr.Interface(fn=classify_image,inputs=image, outputs=label, examples=examples,title=title)
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intf.launch(inline=False)
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:9113ee2d20e162ac0a3d3ac9825c5c1b1616e259de7283c46fa0875a2ae67dbb
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size 102922542
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requirements.txt
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fastai
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