In this study, series networks (AlexNet and VGG-19) and directed acyclic graph (DAG)
networks (ResNet-18, ResNet-50, and ResNet-101) with transfer learning were employed to …

Simple Summary Early diagnosis of skin cancer is vital for providing effective treatment for
patients. Dermoscopy is a non-invasive approach that utilizes specific equipment to examine …

Having the advantages of speed, suitability and high accuracy, computer vision has been
effectively utilized as a non-destructive approach to automatically recognize and classify …

Wheat is a significant cereal for humans, with diverse varieties. The growth of the wheat
industry and the protection of breeding rights can be promoted through the accurate …

There are more than 70 species of Vitis in the world, and 40 species, 1 subspecies and 13
varieties of Vitis native from China. Wild grapes are diverse and complex, and it is difficult to …

Machine Learning (ML) has enabled many image-based object detection and recognition-
based solutions in various fields and is the state-of-the-art method for these tasks currently …

Deep learning networks, more specifically convolutional neural networks, have shown a
notable distinction when it comes to computer vision problems. Their versatility spans …

Apple cultivar classification is challenging due to the inter-class similarity and high intra-
class variations. Human experts do not rely on single-view features but rather study each …

This study aimed to identify the most useful white-fleshed apple samples to distinguish apple
cultivars and a clone. Whole apples, apple slices, seeds, and leaves belonging to 'Free …

针对传统水果分类识别精度低, 人工成本高等问题, 提出一种基于CBAM-ResNet50
模型的水果图像识别算法. 首先, 采用迁移学习技术, 将ImageNet 数据集上训练好的权重参数 …