Emerging higher-level artificial neural network-based intelligent systems.

Artificial intelligence (AI) including symbolic AI with deep learning neural networks represents incredibly exciting and powerful machine learning-based techniques used to solve and explain many real-world problems. The synthetic feature XGBoost algorithm effectively integrates multi-source data information and obtains high GDP prediction accuracy. This paper by Dianjun Zhang et al. used two deep learning algorithms: the mask R-CNN algorithm and the faster R-CNN algorithm to build ship target feature extraction and recognition models based on deep convolutional neural networks. [Extracted from the article]