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Big Data and Cognitive ComputingEfficient and accurate vision models are essential for real-world applications such as medical imaging and deepfake detection, where both performance and computational efficiency are critical.
Emmanuel Pintelas +2 more
exaly +4 more sources
IEEE Access, 2020 Welding quality directly affects the welding structure's service performance and life. Hence, the effective monitoring welding defects is essential to ensure the quality of the weld structure.
Haihong Pan, Zaijun Pang, Yao-wei Wang
exaly +3 more sources
IEEE Access, 2023 To improve the precision of intelligent sugarcane harvesting, and to meet the requirements of high precision and low complexity for use with embedded devices, a lightweight model called MobileNet v2-YOLO v5s for the real-time detection of sugarcane stem ...
Kang Yu, wen chen, Shanshan Hu
exaly +3 more sources
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy [PDF]
2018 25th IEEE International Conference on Image Processing (ICIP), 2018 5 pages, 1 ...
Qin, Zheng +3 more
openaire +3 more sources
Deep Learning Classification of Systemic Sclerosis Skin Using the MobileNetV2 Model
IEEE Open Journal of Engineering in Medicine and Biology, 2021 Goal: Systemic sclerosis (SSc) is a rare autoimmune, systemic disease with prominent fibrosis of skin and internal organs. Early diagnosis of the disease is crucial for designing effective therapy and management plans.
Metin Akay +7 more
doaj +1 more source
Comparative Analysis of Transfer Learning-Based CNN Approaches for Recognition of Traffic Signs in Autonomous Vehicles [PDF]
E3S Web of Conferences, 2023 Traffic signs recognition has a crucial role in enhancing the safety and efficienty of autonomous vehicles (AVs). This AVs can contribute to a cleaner and healthier environment by improving fuel efficiency, minimizing travel distances, and deacreasing ...
Fatima Ezzahra Khalloufi +2 more
doaj +1 more source
Comparison of Classification of Birds Using Lightweight Deep Convolutional Neural Networks
Jurnal Elektronika dan Telekomunikasi, 2022 Environmental scientists often use birds to understand ecosystems because they are sensitive to environmental changes, but few experts are available.
Aldi Jakaria, Hilman Ferdinandus Pardede
doaj +1 more source
An Automated System for Indian Currency Classification and Detection using CNN [PDF]
E3S Web of Conferences, 2023 The visibly disabled frequently experience difficulties with daily tasks that a typical person would take for granted, such as handling financial transactions. Since India’s demonetization took effect, accepting money has become a difficult task.
Reddy K. Shyam Sunder +5 more
doaj +1 more source
An Enhanced Hybrid MobileNet [PDF]
EasyChair Preprints, 2018 Complicated and deep neural network models can achieve high accuracy for image recognition. However, they require a huge amount of computations and model parameters, which are not suitable for mobile and embedded devices. Therefore, MobileNet was proposed, which can reduce the number of parameters and computational cost dramatically.
Hong-Yen Chen, Chung-Yen Su
openaire +4 more sources
Ilkom Jurnal Ilmiah, 2023 Since the COVID-19 pandemic occurred all over the world, numerous studies were carried out to overcome this problem, including COVID-19 image analysis. An expert analysis based on the Chest X-ray images of COVID-19 determines the progression of the lung ...
ST. Aminah Dinayati Ghani +2 more
doaj +1 more source