An Improved YOLOv5 Method for Small Object Detection in UAV Capture Scenes
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3241005
Abstract: Aiming at the problem of a large number of small dense objects in high-altitude shooting and complex background noise interference in the captured scenes, an improved object detection algorithm for YOLOv5 UAV capture scenes is… read more here.
Keywords: capture scenes; improved yolov5; uav capture; feature ... See more keywords
PDNet: Improved YOLOv5 Nondeformable Disease Detection Network for Asphalt Pavement
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5133543
Abstract: In the daily inspection task of the expressway, accuracy and speed are the two most important indexes to reflect the detection efficiency of nondeformation diseases of asphalt pavement. To achieve model compression, accelerated detection, and… read more here.
Keywords: network; improved yolov5; asphalt pavement; pdnet ... See more keywords
Automatic counting of retinal ganglion cells in the entire mouse retina based on improved YOLOv5
Sign Up to like & getrecommendations! Published in 2022 at "Zoological Research"
DOI: 10.24272/j.issn.2095-8137.2022.025
Abstract: Glaucoma is characterized by the progressive loss of retinal ganglion cells (RGCs), although the pathogenic mechanism remains largely unknown. To study the mechanism and assess RGC degradation, mouse models are often used to simulate human… read more here.
Keywords: improved yolov5; based improved; retina; mouse ... See more keywords
Recognition of terminal buds of densely-planted Chinese fir seedlings using improved YOLOv5 by integrating attention mechanism
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.991929
Abstract: Accurate and timely information on the number of densely-planted Chinese fir seedlings is essential for their scientific cultivation and intelligent management. However, in the later stage of cultivation, the overlapping of lateral branches among individuals… read more here.
Keywords: fir seedlings; improved yolov5; terminal buds; attention ... See more keywords
Improved YOLOv5-Based Lightweight Object Detection Algorithm for People with Visual Impairment to Detect Buses
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13095802
Abstract: Object detection is crucial for individuals with visual impairment, especially when waiting for a bus. In this study, we propose a lightweight and highly accurate bus detection model based on an improved version of the… read more here.
Keywords: improved yolov5; detection; object detection; model ... See more keywords
SAR Image Aircraft Target Recognition Based on Improved YOLOv5
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13106160
Abstract: Synthetic aperture radar (SAR) is an active ground-surveillance radar system, which can observe targets regardless of time and weather. Passenger aircrafts are important targets for SAR, as it is of great importance for accurately recognizing… read more here.
Keywords: recognition; improved yolov5; aircraft; detection ... See more keywords
Driver Attention Detection Based on Improved YOLOv5
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13116645
Abstract: In response to negative impacts such as personal and property safety hazards caused by drivers being distracted while driving on the road, this article proposes a driver’s attention state-detection method based on the improved You… read more here.
Keywords: improved yolov5; feature; based improved; driver attention ... See more keywords
An Improved YOLOv5 Model: Application to Mixed Impurities Detection for Walnut Kernels
Sign Up to like & getrecommendations! Published in 2023 at "Foods"
DOI: 10.3390/foods12030624
Abstract: Impurity detection is an important link in the chain of food processing. Taking walnut kernels as an example, it is difficult to accurately detect impurities mixed in walnut kernels before the packaging process. In order… read more here.
Keywords: walnut kernels; improved yolov5; yolov5 model; detection ... See more keywords
An Improved YOLOv5 Crack Detection Method Combined with a Bottleneck Transformer
Sign Up to like & getrecommendations! Published in 2023 at "Mathematics"
DOI: 10.3390/math11102377
Abstract: Efficient detection of pavement cracks can effectively prevent traffic accidents and reduce road maintenance costs. In this paper, an improved YOLOv5 network combined with a Bottleneck Transformer is proposed for crack detection, called YOLOv5-CBoT. By… read more here.
Keywords: improved yolov5; combined bottleneck; crack detection; detection ... See more keywords