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Update app.py
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app.py
CHANGED
@@ -1,8 +1,7 @@
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import gradio as gr
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from fastai.vision.all import *
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learn = load_learner("export.pkl")
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labels = learn.dls.vocab
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def predict(img):
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@@ -11,14 +10,14 @@ def predict(img):
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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title = "Bear classifier"
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description = "It can only do panda, polar or spectacled bears so far..."
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interpretation= "default"
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examples = ["panda.jpg","polar.jpg","spectacled.jpg"]
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gr.Interface(fn = predict,
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inputs = gr.inputs.Image(shape = (512, 512)),
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outputs = gr.outputs.Label(num_top_classes=
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title = title,
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description = description,
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examples = examples,
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interpretation = interpretation).launch(
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import gradio as gr
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from fastai.vision.all import *
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learn = load_learner("export_5cats.pkl")
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labels = learn.dls.vocab
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def predict(img):
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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title = "Bear classifier"
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description = "It can only do panda, polar or spectacled, black, grizzly and teddy bears so far... Trained using resnet18 and the fastai library"
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interpretation= "default"
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examples = ["panda.jpg","polar.jpg","spectacled.jpg","black.jpg","grizzly.jpg","teddy.jpg"]
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gr.Interface(fn = predict,
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inputs = gr.inputs.Image(shape = (512, 512)),
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outputs = gr.outputs.Label(num_top_classes=5),
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title = title,
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description = description,
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examples = examples,
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interpretation = interpretation).launch()sssssssssssssssssssssssssssssssssssssssss
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