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Breast Tumour Classification using MobileNetV2
2021 2nd Global Conference for Advancement in Technology (GCAT), 2021Breast Cancer is the most common cancer in Indian women. While a cure for cancer has not been discovered yet, it has been observed that the survival rate can reach 100% if it is detected early. Thus, our project aims to provide a model that gives an accurate and faster approach of classifying the tumor as benign or malignant present in the dataset of ...
Shambhavi Kumar +3 more
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MobileNetV2 Model for Image Classification
2020 2nd International Conference on Information Technology and Computer Application (ITCA), 2020Machine learning has been increasingly prevailing all over the world, especially in the computer vision field. This paper mainly focused on the performance of MobileNetV2 model for image classification. To verify the advanced performance of MobileNetV2 model better, this paper adopted MobileNetVl model as the control group and introduced an experiment ...
Ke Dong +3 more
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License plate classification based on MobileNetV2
Applied and Computational Engineering, 2023In China, there are various colors of license plates which represent different kinds of vehicles and we construct a model on Edge Impulse platform to deal with problems in actual engineering programs like parking, traffic flow control, city planning, etc. Lots of researchers have proposed different techniques about license plate classification but most
Tianqi Xu, Ziqi Zhang
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DIABETIC RETINOPATHY DETECTION USING MOBILENETV2 MODEL
International Scientific Journal of Engineering and Management, 2023Diabetic Retinopathy is caused by damage to the blood vessels In the tissue at the back of the eye(Retina).DR is a common complication of diabetes mellitus,which causes lesions on the retina that effect vision.If it is not detected early it can lead to blindness.DR early detection and treatment can significantly reduce the risk of vision loss.Unlike ...
T VINEELA +4 more
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Anti-Raider ATM System Using Mobilenetv2
International Journal of Smart Security Technologies, 2021Cash vending machines are ubiquitous and although their technology vouches for its security, they are erratically stormed by the raiders. Albeit the escalating crime counts, the raiders are fleeing from the justice by virtue of evidence lacking. This research work proposes a computer vision based Anti-Raider ATM system. The proposed approach models the
Gnana Guru Ganesan, null Arun C. A.
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Scene identification based on MobileNetV2
Advances in Engineering Technology ResearchScene identification is a computer vision task, which aims to identify and classify environmental scenes in images or video frames. This technology plays a vital role in image retrieval, monitoring systems, and augmented reality. Convolutional neural networks (CNN) play a key role in scene recognition because CNN can capture and extract the features of
Wenjun Liu, Lin Zhu
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Face Mask Detection using MobileNetV2
2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS), 2022G Lakshmi Durga +4 more
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Driver fatigue detection based on lightweight MobileNetV2
Applied and Computational Engineering, 2023Fatigue driving brings a huge potential threat to the property and life safety of drivers and pedestrians. In order to improve the intelligence level of driver fatigue driving detection, a driver fatigue detection method based on MobileNetV2 lightweight separable convolutional neural network is proposed in this study.
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Masked Face Recognition Using MobileNetV2
2022 The 5th International Conference on Control and Computer Vision, 2022Ming Liu, Wei Qi Yan
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MobileNetV2 Based Chest X-Rays Classification
2021 International Conference on Decision Aid Sciences and Application (DASA), 2021Shammi Kolonne +3 more
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