The influence of data set expansion methods on the quality of training neural network models. Adaptive data set expansion approach
Abstract
The influence of data set expansion methods on the quality of training neural network models. Adaptive data set expansion approach
Incoming article date: 03.07.2024The article analyzes the impact of transformation types on the learning quality of neural network classification models, and also suggests a new approach to expanding image sets using reinforcement learning.
Keywords: neural network model, training dataset, data set expansion, image transformation, recognition accuracy, reinforcement learning, image vector