Spaces:
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Runtime error
anatexis
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0f12420
first commit, lfs, with .pkl and all the rest
Browse files- Cole.png +0 -0
- Lloyd.jpg +0 -0
- app.py +33 -0
- export_main_char.pkl +3 -0
- requirements.txt +2 -0
Cole.png
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Lloyd.jpg
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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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import skimage
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learn = load_learner('export_main_char.pkl')
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labels = ['Lloyd Garmadon',
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'Kai',
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'Cole',
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'Jay',
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'Zane',
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'Nya',
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'P.I.X.A.L.',
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'Master Wu',
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'Lord Garmadon']
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labels.sort()
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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 = "Ninjago Main Character Classifier"
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description = "Guesses the name of the Ninjago characters. Created from the fastai 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 = ['Lloyd.jpg', 'Cole.png']
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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=(192, 192)), outputs=gr.outputs.Label(num_top_classes=3), title=title,
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description=description, examples=examples, interpretation=interpretation, enable_queue=enable_queue).launch()
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export_main_char.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c25bb7fde4f03156c577dd9fe5f3a094ca00c97faff2a7e251b4e97533412e3
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size 87482603
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requirements.txt
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fastai
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scikit-image
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