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Upload app.py
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app.py
CHANGED
@@ -2,6 +2,8 @@ import gradio as gr
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import os
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from transformers import pipeline
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from pathlib import Path
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example_imgs = ["examples/img0.jpg",
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"examples/img1.jpg",
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@@ -11,8 +13,7 @@ example_imgs = ["examples/img0.jpg",
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pipe = pipeline("image-classification", model="arnaucas/wildfire-classifier")
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def inference(image):
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-
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image = "./examples/" + image
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output = pipe(image)
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result = {item['label']: item['score'] for item in output}
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return result
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import os
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from transformers import pipeline
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from pathlib import Path
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from PIL import Image
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import numpy as np
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example_imgs = ["examples/img0.jpg",
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"examples/img1.jpg",
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pipe = pipeline("image-classification", model="arnaucas/wildfire-classifier")
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def inference(image):
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image = Image.fromarray(np.uint8(image)).convert('RGB')
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output = pipe(image)
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result = {item['label']: item['score'] for item in output}
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return result
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