Results 1 to 10 of about 6,287 (187)
Attention-enhanced MobileNetV2 models for robust forest fire detection and classification [PDF]
Scientific ReportsEarly detection of forest fires is essential to limit ecological damage and economic loss. This study evaluates two lightweight convolutional models for binary fire recognition using a balanced dataset of 5121 annotated images spanning diverse ...
Ihtisham Ul Haq +3 more
doaj +2 more sources
A study on expression recognition based on improved mobilenetV2 network
Scientific ReportsThis paper proposes an improved strategy for the MobileNetV2 neural network(I-MobileNetV2) in response to problems such as large parameter quantities in existing deep convolutional neural networks and the shortcomings of the lightweight neural network ...
Qiming Zhu +4 more
exaly +2 more sources
Application of MobileNetV2 to waste classification
PLOS ONE, 2023 Today, the topic of waste separation has been raised for a long time, and some waste separation devices have been installed in large communities. However, the vast majority of domestic waste is still not properly sorted and put out, and the disposal of domestic waste still relies mostly on manual classification.
Liying Yong +3 more
openaire +3 more sources
Face Mask Recognition Using MobileNetV2
International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2021 The pandemic of Corona Virus Disease is generating a public health emergency. Wearing a mask is one of the most efficient ways to combat the infection. This paper presents the detection of face masks, through mitigating, evaluating, preventing, and preparing actions regarding COVID-19.
Vatsal Patel, Dhruti Patel
openaire +1 more source
MobileNetV3-based Handwritten Chinese Recognition Towards the Effectiveness of Learning Hanzi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023 Writing Mandarin characters is considered the most challenging component for beginners due to the rules and character formations. This paper explores the potential of a machine learning-based digital learning tool for writing Mandarin characters. It also
Suwarno Liang +2 more
doaj +1 more source
Journal of Applied Informatics and Computing, 2023 Kegagalan sistem deteksi kecelakaan pada kamera CCTV dapat berpengaruh pada peningkatan angka kematian di jalan raya. Penggunaan metode CNN dalam pembangunan sistem deteksi kecelakaan CCTV sudah banyak dilakukan sebelumnya.
Muhammad Fachry Ikhsal +2 more
doaj +1 more source
SPORTS ITEM DETECTION USING MOBILENETV2 WITH SINGLE SHOT DETECTOR [PDF]
Malaysian Journal of Computing, 2023 Object detection can be applied in various situations and systems. In this research, object detection was specifically applied to build a lending system for tracking the details of sports items in a students' dormitory.
Aiman Haziq Ab Yazik +3 more
doaj +1 more source
JOIN: Jurnal Online Informatika, 2023 There are so many cat races in the world. Ignorance in recognizing cat breeds will be dangerous if the cat being kept is affected by a disease, which allows mishandling of the cat being kept.
Anugrah Tri Ramadhan, Abas Setiawan
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Fishku Apps: Fishes Freshness Detection Using CNN With MobilenetV2
IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2023 Marine fish are one of the most promising economic commodities for the Indonesian economy. Marine fish will decrease in protein content along with the decreasing level of freshness of the fish that will be consumed. There are still many people who do not
Muthia Farah Hanifa +6 more
doaj +1 more source
Protective face covering: An application of MobileNetV2 detector [PDF]
International Research Journal of Science, Technology, Education, and Management, 2022 COVID-19 has created a global serious health hazard with far-reaching consequences for society, our perceptions of the world, and how we live our daily lives.
MN Musa +3 more
doaj +1 more source