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final final nadal vs djokovcid
Browse files
app.py
CHANGED
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@@ -1,13 +1,19 @@
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import gradio as gr
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from fastai.vision.all import *
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categories = ["great white", "zebra", "whale", "lemon", "thresher"]
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learner = load_learner("shark_recognizer.pkl")
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def recognize_shark(img):
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pred, idx, probs = learner.predict(img)
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return dict(zip(categories, map(float, probs)))
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image = gr.inputs.Image()
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label = gr.outputs.Label()
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iface = gr.Interface(fn=recognize_shark, inputs=image, outputs=label)
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iface.launch()
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import gradio as gr
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from fastai.vision.all import *
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from duckduckgo_search import ddg_images
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from pathlib import Path
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examples = [i for i in Path("./examples").glob("*")]
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categories = ["great white", "lemon", "thresher", "whale", "zebra"]
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learner = load_learner("shark_recognizer.pkl")
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def recognize_shark(img):
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pred, idx, probs = learner.predict(img)
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return dict(zip(categories, map(float, probs)))
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image = gr.inputs.Image()
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label = gr.outputs.Label()
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iface = gr.Interface(fn=recognize_shark, inputs=image, outputs=label, examples = examples)
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iface.launch()
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