A Fabric Defect Detection Method Based on Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3140118
Abstract: Fabric defect detection is a challenging task in the fabric industry because of the complex shapes and large variety of fabric defects. Many methods have been proposed to solve this problem, but their detection speed… read more here.
Keywords: fabric defect; structure; defect detection; improved yolov4 ... See more keywords
Improved YOLOv4 for Pedestrian Detection and Counting in UAV Images
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/6106853
Abstract: UAV (unmanned aerial vehicle) captured images have small pedestrian targets and loss of key information after multiple down sampling, which are difficult to overcome by existing methods. We propose an improved YOLOv4 model for pedestrian… read more here.
Keywords: pedestrian detection; detection counting; counting uav; feature ... See more keywords
Research on steel rail surface defects detection based on improved YOLOv4 network
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2023.1119896
Abstract: Introduction The surface images of steel rails are extremely difficult to detect and recognize due to the presence of interference such as light changes and texture background clutter during the acquisition process. Methods To improve… read more here.
Keywords: rail defects; rail; surface; defects detection ... See more keywords
Improved YOLOv4 recognition algorithm for pitaya based on coordinate attention and combinational convolution
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.1030021
Abstract: Accurate recognition method of pitaya in natural environment provides technical support for automatic picking. Aiming at the intricate spatial position relationship between pitaya fruits and branches, a pitaya recognition method based on improved YOLOv4 was… read more here.
Keywords: recognition; coordinate attention; yolov4 recognition; improved yolov4 ... See more keywords
Tomato Pest Recognition Algorithm Based on Improved YOLOv4
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2022.814681
Abstract: Tomato plants are infected by diseases and insect pests in the growth process, which will lead to a reduction in tomato production and economic benefits for growers. At present, tomato pests are detected mainly through… read more here.
Keywords: algorithm based; tomato pest; based improved; improved yolov4 ... See more keywords
An efficient tomato-detection method based on improved YOLOv4-tiny model in complex environment
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2023.1150958
Abstract: Automatic and accurate detection of fruit in greenhouse is challenging due to complicated environment conditions. Leaves or branches occlusion, illumination variation, overlap and cluster between fruits make the fruit detection accuracy to decrease. To address… read more here.
Keywords: tomato detection; yolov4 tiny; improved yolov4; detection ... See more keywords