ttcielott commited on
Commit
1ffa7fb
·
1 Parent(s): 11ac377

initial upload

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Files changed (6) hide show
  1. .DS_Store +0 -0
  2. app.py +29 -0
  3. dwight.jpeg +0 -0
  4. export.pkl +3 -0
  5. requirements.txt +2 -0
  6. stanley.jpg +0 -0
.DS_Store ADDED
Binary file (6.15 kB). View file
 
app.py ADDED
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+ from fastcore.all import *
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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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+ learn = load_leaner('export.pkl')
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+
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+ def predict(img):
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+ img = PILImage.create(img)
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+ ctr = learn.predict(img)[0]
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+
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+ img_resized = img.reshape(240, 320)
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+ fig = plt.figure()
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+ plt.imshow(img_resized)
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+ plt.scatter(ctr[0][0], ctr[0][1], color = 'red')
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+ plt.axis('off')
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+ plt.show()
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+ return fig
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+
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+ title = "Face Center"
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+ description = "This model that is trained to find the center of faces in the uploaded picture."
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+
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+ gr.Interface(
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+ fn=predict,
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+ inputs='image',
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+ outputs='plot',
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+ title=title,
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+ description=description,
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+ # examples = ['scott.png','dwight.jpeg','stanley.jpg']
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+ ).launch(share=False)
dwight.jpeg ADDED
export.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:3cca063fb17d161499eb5e90dc31943e73216e62c2a71330bb3898c92b181cb8
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+ size 87690725
requirements.txt ADDED
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+ fastai
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+ fastcore
stanley.jpg ADDED