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Keywords: Convolutional neural network
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Journal Articles
Harish A. Jartarghar, M.N. Kruthi, B. Karuntharaka, Azra Nasreen, T. Shankar, Ramakanth Kumar, K. Sreelakshmi
International Journal of Intelligent Unmanned Systems (2024) 12 (4): 418–432.
Published: 26 July 2024
... for the network. A convolutional neural network (CNN) model can be built for detecting animals in the video frames, and the model should be improvised enough to identify the category of the animal detected and notify the appropriate authorities about its presence. The CCTV camera should be made intelligent enough...
Journal Articles
International Journal of Intelligent Unmanned Systems (2023) 11 (1): 5–19.
Published: 26 January 2022
... rights only Adam optimizer Convolutional neural network Error rate Feature extraction Image retrieval The human visual system, which works on the human visual saliency mechanism, plays a key role in searching, identifying and tracking tasks in numerous real-time applications...
Journal Articles
International Journal of Intelligent Unmanned Systems (2024) 12 (2): 220–228.
Published: 08 June 2021
..., the authors have presented a multiclass skin lesion classification approach based on transfer learning of deep convolutional neural network. The following pre-trained models have been used: VGG16, VGG19, ResNet50, ResNet101, ResNet152, Xception, MobileNet and compared their performances on skin cancer...
