ejazhabibdar commited on
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f04ef9b
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Files changed (10) hide show
  1. .gitattributes +3 -0
  2. Bardock.jpg +3 -0
  3. Goku Black.jpg +3 -0
  4. Goku Jr..jpg +0 -0
  5. Goku.jpg +3 -0
  6. Goten.jpg +0 -0
  7. Turles.jpg +0 -0
  8. app.py +19 -0
  9. model.pkl +3 -0
  10. requirements.txt +1 -0
.gitattributes CHANGED
@@ -33,3 +33,6 @@ 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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+ 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
Bardock.jpg ADDED

Git LFS Details

  • SHA256: 356819063c4e4ac509109d9ede9d5a0da5f660bf8862b49d811e7b44eda7547e
  • Pointer size: 132 Bytes
  • Size of remote file: 1.54 MB
Goku Black.jpg ADDED

Git LFS Details

  • SHA256: e010d7ea9da4ecd4819f6f95fd6b9fe9653708eadfdc6ed53e5e1672dc58f5c9
  • Pointer size: 132 Bytes
  • Size of remote file: 2.91 MB
Goku Jr..jpg ADDED
Goku.jpg ADDED

Git LFS Details

  • SHA256: b11b5e0a62bfd6369ec03ff0c1063aaeac9de35dc5f566f91a73c07f3a201e4a
  • Pointer size: 132 Bytes
  • Size of remote file: 2.24 MB
Goten.jpg ADDED
Turles.jpg ADDED
app.py ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ from fastai.vision.all import *
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+ import gradio as gr
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+
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+ def is_goku(x):
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+ return x[0].issuper()
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+
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+ learn = load_learner ('model.pkl')
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+
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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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+
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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)
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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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
requirements.txt ADDED
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+ fastai