摘要为权衡船舶分类模型的分类精度和模型大小, 提出一种改进GhostNet-50
的轻量化卷积神经网络AGNet 对自制的船舶数据集进行分类. 首先, 提出一种融合非对称卷积的 …

To improve the accuracy of image classification, a kind of improved model is proposed. The
shortcut is added to GoogLeNet inception v1 and several other ways of shortcut are given …

大量研究表明, 卷积神经网络宽度展宽可以提取更加多元的特征, 但对模型通道宽度进行展宽时,
引起训练参数量呈二次增长, 进而导致训练成本高与网络模型庞大的问题. 针对上述问题 …

In the leather production process, defects on the leather surface are a key factor in the
quality of the finished leather. Leather defect detection is an important step in the leather …

Deep convolutional neural networks have achieved good performance in the application of
computer vision, but there are also problems, such as a large amount of computation, time …