In order to retain more feature information of local areas on a point cloud, local grouping and subsampling are the necessary data structuring steps in most hierarchical deep learning models. Due to ...

First, a point cloud dataset of offshore oil production equipment for deep learning is constructed, and a deep learning network based on the two-step downsampling method and the local feature ...

deep-learning-tutorial Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on ...

'Primer to Machine Learning' is a comprehensive guide covering essential topics in machine learning, including statistics, data preprocessing, supervised and unsupervised learning, neural networks, ...