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  1. Jimin.jpg +0 -0
  2. Jung_Kook.jpg +0 -0
  3. V.jpg +0 -0
  4. app.py +19 -0
  5. model.pkl +3 -0
  6. requirements.txt +2 -0
Jimin.jpg ADDED
Jung_Kook.jpg ADDED
V.jpg ADDED
app.py ADDED
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+ import gradio as gr
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+ from fastai.vision.all import *
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+ import skimage
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+
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+ learn = load_learner('model.pkl')
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+
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+ labels = learn.dls.vocab
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+ def predict(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 = "BTS Members Classifier"
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+ # description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces."
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+ #article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
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+ examples = ['Jimin.jpg','V.jpg','Jung_Kook.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=(128, 128)),outputs=gr.outputs.Label(),title=title,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:67724520769df511520d560b21cbfb3d65534a96ebb602c26e17d216602cb3ab
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+ size 102895105
requirements.txt ADDED
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+ fastai
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+ scikit-image