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app.py
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@@ -1,11 +1,30 @@
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import gradio as gr
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from gradio.outputs import Label
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import cv2
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from ultralytics import YOLO
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model = YOLO('best.pt')
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path = [['
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def show_preds(image_path):
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image = cv2.imread(image_path)
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outputs=gr.outputs.Image(type="numpy", label="Output Image"),
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title="Pothole detector",
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examples=path,
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cache_examples=True,
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live=True,
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)
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gr_interface.launch(debug=True, enable_queue=True)
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import gradio as gr
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from gradio.outputs import Label
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import cv2
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import requests
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import os
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from ultralytics import YOLO
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file_urls = [
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'https://www.dropbox.com/s/b5g97xo901zb3ds/pothole_example.jpg?dl=1',
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'https://www.dropbox.com/s/86uxlxxlm1iaexa/pothole_screenshot.png?dl=1'
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]
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def download_file(url, save_name):
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url = url
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if not os.path.exists(save_name):
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file = requests.get(url)
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open(save_name, 'wb').write(file.content)
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for i, url in enumerate(file_urls):
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download_file(
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file_urls[i],
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f"image_{i}.jpg"
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)
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model = YOLO('best.pt')
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path = [['image_0.jpg'], ['image_1.jpg']]
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def show_preds(image_path):
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image = cv2.imread(image_path)
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outputs=gr.outputs.Image(type="numpy", label="Output Image"),
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title="Pothole detector",
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examples=path,
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# cache_examples=True,
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# live=True,
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)
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gr_interface.launch(debug=True, enable_queue=True)
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gradio_cached_examples/12/Output Image/tmp2gxdj84j.png
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gradio_cached_examples/12/Output Image/tmpz66236qf.png
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gradio_cached_examples/12/log.csv
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Output Image,flag,username,timestamp
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/media/sovit/hdd1tbinternal/my_data/Data_Science/Big_Vision/pothole_project/huggingface_spaces/yolov8n/pothole_yolov8_nano/gradio_cached_examples/12/Output Image/tmp2gxdj84j.png,,,2023-01-13 09:31:17.531032
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/media/sovit/hdd1tbinternal/my_data/Data_Science/Big_Vision/pothole_project/huggingface_spaces/yolov8n/pothole_yolov8_nano/gradio_cached_examples/12/Output Image/tmpz66236qf.png,,,2023-01-13 09:31:18.272697
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pothole_example.jpg β image_0.jpg
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File without changes
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pothole_screenshot.png β image_1.jpg
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File without changes
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