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YOLO-v1 to YOLO-v8, the rise of YOLO and its complementary nature toward digital manufacturing and industrial defect detection
M Hussain - Machines, 2023 - mdpi.com
Since its inception in 2015, the YOLO (You Only Look Once) variant of object detectors has
rapidly grown, with the latest release of YOLO-v8 in January 2023. YOLO variants are …
rapidly grown, with the latest release of YOLO-v8 in January 2023. YOLO variants are …
[HTML][HTML] Deep learning-based structural health monitoring
This article provides a comprehensive review of deep learning-based structural health
monitoring (DL-based SHM). It encompasses a broad spectrum of DL theories and …
monitoring (DL-based SHM). It encompasses a broad spectrum of DL theories and …
[HTML][HTML] Artificial intelligence-assisted visual inspection for cultural heritage: State-of-the-art review
Applying computer science techniques such as artificial intelligence (AI), deep learning (DL),
and computer vision (CV) on digital image data can help monitor and preserve cultural …
and computer vision (CV) on digital image data can help monitor and preserve cultural …
Data-driven structural health monitoring and damage detection through deep learning: State-of-the-art review
Data-driven methods in structural health monitoring (SHM) is gaining popularity due to
recent technological advancements in sensors, as well as high-speed internet and cloud …
recent technological advancements in sensors, as well as high-speed internet and cloud …
A systematic review of convolutional neural network-based structural condition assessment techniques
With recent advances in non-contact sensing technology such as cameras, unmanned aerial
and ground vehicles, the structural health monitoring (SHM) community has witnessed a …
and ground vehicles, the structural health monitoring (SHM) community has witnessed a …
Sustainability in wood products: a new perspective for handling natural diversity
Wood is a renewable resource with excellent qualities and the potential to become a key
element of a future bioeconomy. The increasing environmental awareness and drive to …
element of a future bioeconomy. The increasing environmental awareness and drive to …
Fibre-optic sensor and deep learning-based structural health monitoring systems for civil structures: A review
Structural health monitoring (SHM) systems in civil engineering structures have been a
growing focus of research and practice. Over the last few decades, optical fibre sensor (OFS) …
growing focus of research and practice. Over the last few decades, optical fibre sensor (OFS) …
[HTML][HTML] Automated joint 3D reconstruction and visual inspection for buildings using computer vision and transfer learning
T Wang, VJL Gan - Automation in Construction, 2023 - Elsevier
Regular building inspection and maintenance has been deemed as a necessary preventive
measure to maintain the functionality, integrity and aesthetics of buildings. 2D computer …
measure to maintain the functionality, integrity and aesthetics of buildings. 2D computer …
Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model
Zero‐shot learning, applied with vision‐language pretrained (VLP) models, is expected to
be an alternative to existing deep learning models for defect detection, under insufficient …
be an alternative to existing deep learning models for defect detection, under insufficient …
Advances in machine learning modeling reviewing hybrid and ensemble methods
The conventional machine learning (ML) algorithms are continuously advancing and
evolving at a fast-paced by introducing the novel learning algorithms. ML models are …
evolving at a fast-paced by introducing the novel learning algorithms. ML models are …