YOLOv5-Based Model Integrating Separable Convolutions for Detection of Wheat Head Images
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DOI: 10.1109/access.2023.3241808
Abstract: In the detection of global wheat heads, it is easy to give rise to difficulties due to different wheat varieties, planting densities and growth periods of wheat plants in different countries. In addition, the illumination… read more here.
Keywords: wheat; separable convolutions; based model; detection ... See more keywords
Block-Wise Separable Convolutions: An Alternative Way to Factorize Standard Convolutions
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DOI: 10.1109/access.2024.3358620
Abstract: In this paper, we introduce block-wise separable convolutions (BlkSConv) to replace the standard convolutions for compressing deep CNN models. First, BlkSConv expresses the standard convolutional kernel as an ordered set of block vectors each of… read more here.
Keywords: wise; separable convolutions; standard convolutions; block ... See more keywords