Výsledky vyhledávání - YOLO-R object detection algorithm*

A precise crop row detection algorithm in complex farmland for unmanned agricultural machines Autor Ruan, Zhiwen, Chang, Penghao, Cui, Shangqing, Luo, Jiaqi, Gao, Rui, Su, Zhongbin

“… First, the YOLO-R object detection algorithm was used to obtain the crop position information, and then, the number of crop rows in the image and the crop in each crop row were obtained by the DBSCAN…”
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Public Social Distance Monitoring System Using Object Detection YOLO Deep Learning Algorithm Autor R, Vijayan, V, Mareeswari, Pople, Vedant

“… Generally, in a single stage, you only look once version 3 (YOLOv3) algorithms promising the best results to detect the object in images, live feeds, or videos…”
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Improved Small Object Detection for Road Driving based on YOLO-R Autor Huang, Yu-Fang, Liu, Tsung-Jung, Liu, Kuan-Hsien

“… Therefore, we propose an algorithm based on YOLO-R to improve the detection accuracy to deal with the actual situation in this field…”
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Brain tumor detection and segmentation using deep learning Autor Ahsan, Rafia, Shahzadi, Iram, Najeeb, Faisal, Omer, Hammad

“… Therefore, we aim to compare different object detection algorithms (Faster R-CNN, YOLO & SSD) for brain tumor detection on MRI data…”
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YOLO deep learning algorithm for object detection in agriculture: a review Autor Kanna S, Kamalesh, Ramalingam, Kumaraperumal, P, Pazhanivelan, R, Jagadeeswaran, P.C., Prabu

“…YOLO represents the one-stage object detection also called regression-based object detection…”
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Conditional TransGAN-Based Data Augmentation for PCB Electronic Component Inspection Autor Wang, Chenglong, Huang, Guanghan, Huang, Zhiyuan, He, Weiming

“… can cause significant interference, making the target detection task challenging. Meanwhile, the detection performance of deep learning models is significantly impacted due to the lack of samples…”
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Rotating Target Detection Method of Concrete Bridge Crack Based on YOLO v5 Autor Liu, Yu, Zhou, Tong, Xu, Jingye, Hong, Yu, Pu, Qianhui, Wen, Xuguang

“… To address the challenges faced by existing generic object detection algorithms in achieving high accuracy or efficiency when detecting cracks with large aspect ratios, overlapping structures…”
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Object Detection for Night Surveillance Using Ssan Dataset Based Modified Yolo Algorithm in Wireless Communication Autor Murugan, R. Anandha, Sathyabama, B.

“… In day-time the objects and their features can be easily extracted, but as a consequence of very low-light intensity in night time it becomes difficult for the system to detect the objects and its features…”
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TomaFDNet: A multiscale focused diffusion-based model for tomato disease detection Autor Wang, Rijun, Chen, Yesheng, Liang, Fulong, Mou, Xiangwei, Zhang, Guanghao, Jin, Hao

“… Effective detection of these diseases is essential for enhancing agricultural productivity and mitigating economic losses…”
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Research on Traffic Target Detection Method Based on Improved YOLOv3 Autor Zhang, Xinyu, Ding, Sheng

“… detection algorithm YOLO-R is proposed. The original three feature scales of YOLOv3 are increased to four to reduce the miss detection rate of small objects…”
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Real-Time Visual Localization of the Picking Points for a Ridge-Planting Strawberry Harvesting Robot Autor Yu, Yang, Zhang, Kailiang, Liu, Hui, Yang, Li, Zhang, Dongxing

“… (the direction of the fruit axis) can improve the accuracy of the localization algorithm. This study proposes a novel harvesting robot for the ridge-planted strawberries as well as a fruit pose estimator called rotated YOLO (R-YOLO…”
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Optimized YOLOv8 for multi-scale object detection Autor Rasheed, Areeg Fahad, Zarkoosh, M.

“… With the advent of AI, most contemporary object detection approaches rely on CNN methods such as Faster R-CNN and YOLO…”
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YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series Autor Sapkota, Ranjan, Flores-Calero, Marco, Qureshi, Rizwan, Badgujar, Chetan, Nepal, Upesh, Poulose, Alwin, Zeno, Peter, Vaddevolu, Uday Bhanu Prakash, Khan, Sheheryar, Shoman, Maged, Yan, Hong, Karkee, Manoj

“…This review systematically examines the progression of the You Only Look Once (YOLO) object detection algorithms from YOLOv1 to the recently unveiled YOLOv12…”
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CPU Based YOLO: A Real Time Object Detection Algorithm Autor Ullah, Md. Bahar

“… There are a lot of well improved algorithms for object detection such as YOLO, Faster R-CNN, Fast R-CNN, R-CNN, Mask R-CNN, R-FCN, SSD, RetinaNet etc…”
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Implementation of YOLO v7 algorithm in estimating traffic flow in Malang Autor Saputri, Hanis Amalia, Avrillio, Matthew, Christofer, Louis, Simanjaya, Victorius, Alam, Islam Nur

“… While this endeavor presents challenges, advancements in traffic data accessibility and deep learning algorithms, including You Only Look Once (YOLO…”
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A real-time vehicle safety system by concurrent object detection and head pose estimation via stereo vision Autor Rodriguez-Quiñonez, Julio C., Sanchez-Castro, Jonathan J., Real-Moreno, Oscar, Galaviz, Guillermo, Flores-Fuentes, Wendy, Sergiyenko, Oleg, Castro-Toscano, Moises J., Hernandez-Balbuena, Daniel

“…) and Object/Pedestrian Detection. Both approaches have shown independently their viable application in the automotive industry to decrease the number of vehicle collisions…”
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YOLO-R:road damage detector based on dynamic receptive fields and lightweight design Autor Mao, Jinghong, Wang, Mei, Liu, Zhenghong

“…To address the challenges of missed detection, false detection, and low efficiency in road damage detection, this paper proposes an enhanced road damage detection model YOLO-R based on improved YOLOv8…”
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An improved deep learning method for flying object detection and recognition Autor Aote, Shailendra S., Wankhade, Nisha, Pardhi, Aniket, Misra, Nidhi, Agrawal, Harsh, Potnurwar, Archana

“…The demand for detecting and classifying unmanned aerial vehicle (UAV) objects like birds, planes, and drones is increasing in various fields such as the military, surveillance, etc…”
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Image fire detection algorithms based on convolutional neural networks Autor Li, Pu, Zhao, Wangda

“… Therefore, novel image fire detection algorithms based on the advanced object detection CNN models of Faster-RCNN, R…”
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Pseudo Trained YOLO R_CNN Model for Weapon Detection with a Real-Time Kaggle Dataset Autor Raju, A. Ratna, Maddileti, Telugu, J, Sirisha, Srinivas, Rayudu, Saikumar, K

“… This study proposes a novel YoLo Faster R-CNN based weapon detection algorithm for unusual weapon object detection…”
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