Recognition and Location of Pepper Picking Based on Improved YOLOv5s and Depth Camera
Sign Up to like & getrecommendations! Published in 2023 at "Applied Engineering in Agriculture"
DOI: 10.13031/aea.15347
Abstract: HighlightsAn improved YOLOv5s deep learning model was used to identify peppers in complex background.The deep-level features on 3D (O-XYZ) coordinate of peppers were extracted using RealSense depth camera.An image database set of pepper in different… read more here.
Keywords: recognition; recognition location; model; improved yolov5s ... See more keywords
Single-target detection of Oncomelania hupensis based on improved YOLOv5s
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2022.861079
Abstract: To address the issues of low detection accuracy and poor effect caused by small Oncomelania hupensis data samples and small target sizes. This article proposes the O. hupensis snails detection algorithm, the YOLOv5s-ECA-vfnet based on… read more here.
Keywords: hupensis; based improved; oncomelania hupensis; detection ... See more keywords
Intelligent Identification Method of Shearer Drums Based on Improved YOLOv5s with Dark Channel-Guided Filtering Defogging
Sign Up to like & getrecommendations! Published in 2023 at "Energies"
DOI: 10.3390/en16104190
Abstract: In a fully mechanized mining face, there is interference between the hydraulic support face guard and the shearer drum. The two collisions seriously affect coal mine production and personnel safety. The identification of a shearer… read more here.
Keywords: guided filtering; shearer drum; dark channel; improved yolov5s ... See more keywords