Development And Application of AI Chip-Based Power Vision Edge Computing for Ice Detection Device

With the increased danger of snow and ice disasters on transmission lines, it is important to develop an edge computing-based device for identifying the degree of ice coverage on transmission lines. In this paper, an edge device based on AI chip that can realize ice coverage recognition is developed. The framework structure, R&D process, and system building process way of the edge computing module are introduced. At the same time, network lightweighting is achieved by model quantization. After data set experiments, it is shown that the edge computing device can realize the ice-cover degree recognition function of transmission lines.