Update app.py
Browse files
app.py
CHANGED
@@ -3,6 +3,17 @@ from fastbook import load_learner
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from fastai.vision.all import *
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from PIL import Image
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def predict(im):
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resized_im = im['composite'].resize((28,28))
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pred,idx,probs = model.predict(resized_im)
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@@ -12,10 +23,11 @@ categories = ('0', '1', '2', '3', '4', '5', '6', '7', '8', '9')
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model = load_learner('./dr_model.pkl')
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labels = model.dls.vocab
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demo.launch()
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from fastai.vision.all import *
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from PIL import Image
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js_func = """
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function refresh() {
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const url = new URL(window.location);
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if (url.searchParams.get('__theme') !== 'dark') {
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url.searchParams.set('__theme', 'dark');
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window.location.href = url.href;
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}
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}
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"""
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def predict(im):
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resized_im = im['composite'].resize((28,28))
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pred,idx,probs = model.predict(resized_im)
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model = load_learner('./dr_model.pkl')
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labels = model.dls.vocab
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with gr.Blocks(js=js_func) as demo:
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demo = gr.Interface(
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fn=predict,
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inputs=gr.Sketchpad(image_mode='L', brush=gr.Brush(default_color="FFFFFFFF"), type='pil'),
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outputs = "label",
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theme=gr.themes.Monochrome())
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demo.launch()
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