SuriRaja commited on
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179bd59
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1 Parent(s): e774b88

Create app.py

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  1. app.py +19 -0
app.py ADDED
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+ import gradio as gr
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+ from utils import extract_frames
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+ from model import predict_defect
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+
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+ def analyze_video(video):
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+ frames = extract_frames(video.name)
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+ results = [predict_defect(frame) for frame in frames]
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+ return results
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+
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+ demo = gr.Interface(
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+ fn=analyze_video,
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+ inputs=gr.Video(label="Upload Drone Video"),
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+ outputs=gr.Gallery(label="Detected Road Defects").style(grid=[3]),
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+ title="Drone-based Road Defect Detection",
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+ description="Upload drone footage to identify and highlight road surface defects."
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()