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marked decrease » marked increase (Expand Search)
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marked decrease » marked increase (Expand Search)
small decrease » small increased (Expand Search)
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Experimental environment and parameters.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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Results of ablation experiments.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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ECA structural model diagram.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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YOLOv5s general structure diagram.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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Heat maps for different models.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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Defect category statistics.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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CARAFE general structure.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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ECN-YOLOv5s structure diagram.
Published 2025“…<div><p>In the context of industrial automation, the accurate detection of small defects on bearing surfaces (dents, bruise, scratch) is crucial for the safe operation of equipment. …”
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Mean TTC under different weights.
Published 2024“…The model’s constraints incorporate safe following distances, speed, and acceleration limits. …”