Results 1 to 10 of about 12,664 (249)
Classification of periapical dental X-ray using the YOLOv8 deep learning model. [PDF]
MethodsXChaudhari AY +4 more
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Human Activities Detection using DeepLearning Technique- YOLOv8 [PDF]
ITM Web of Conferences, 2023 Using a mask during the pandemic has occasionally been crucial and difficult. The use of universal masks can greatly lower and possibly even stop the spread of viruses within communities.
Motwani Nilesh Parmanand, S Soumya
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In Situ Identification Method of Maize Stalk Width Based on Binocular Vision and Improved YOLOv8
智慧农业, 2023 ObjectiveThe width of maize stalks is an important indicator affecting the lodging resistance of maize. The measurement of maize stalk width has many problems, such as cumbersome manual collection process and large errors in the accuracy of automatic ...
ZUO Haoxuan +5 more
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Design of an Intelligent Energy Management Prototype for an Electric Lighting Network on a Raspberry Pi Board [PDF]
ITM Web of ConferencesEfficient management of street lighting is crucial for cities seeking to reduce their energy consumption and greenhouse gas emissions. This paper proposes an innovative approach that dynamically adjusts the brightness of streetlights according to two key
Jouahri Mohammed Amine +5 more
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Optimizing YOLOv8 for Real-Time CCTV Surveillance: A Trade-off Between Speed and Accuracy
JOIN: Jurnal Online Informatika, 2023 Real-time video surveillance, especially CCTV systems, requires fast and accurate face detection. Object detection models with slow inference times are ineffective in real-time.
Muhammad Rizqi Sholahuddin +6 more
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Plant Disease Detection and Classification Using Deep Learning Methods: A Comparison Study
Journal of Informatics and Web EngineeringThe presence issue of inaccurate plant disease detection persists under real field conditions and most deep learning (DL) techniques still struggle to achieve real-time performance.
Pei-Wern Chin +2 more
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Study on Spark Image Detection for Abrasive Belt Grinding via Transfer Learning with YOLOv8
SensorsAiming to solve the problems of low precision and poor efficiency caused by relying on manual experience during the manual polishing of blades, a multi-view spark image detection method based on YOLOv8 transfer learning is proposed.
Jian Huang, Guangpeng Zhang
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Jurnal Kelautan TropisCultivation of Litopenaeus vannamei shrimp is an important fishery commodity in Indonesia. Providing the right amount of feed is crucial for optimal shrimp growth. The amount of feed given greatly depends on the measurement of shrimp length.
Erwin Adriono +2 more
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Multi-objective pedestrian tracking method based on YOLOv8 and improved DeepSORT
Mathematical Biosciences and EngineeringA multi-objective pedestrian tracking method based on you only look once-v8 (YOLOv8) and the improved simple online and real time tracking with a deep association metric (DeepSORT) was proposed with the purpose of coping with the issues of local ...
Wenshun Sheng +4 more
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智能科学与技术学报针对无人机航拍图像目标检测效果差的问题，提出改进的UAVAI-YOLO模型。首先，为使模型获得更加丰富的语义信息，使用改进可变形卷积网络（deformable convolutional networks，DCN）替换原骨干（backbone）网络部分通道到像素（channel-to-pixel，C2f）模块原始卷积。其次，为增加P2特征层而不增加模型参数量，提出Conv_C模块将骨干网络输出通道降维，同时避免通道降维导致的语义信息丢失，使用改进ODConv卷积替换颈部（neck）部分C2f模块原始卷积。
何植仟, 曹立杰
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