Keyword: «roi»

This article examines the profitability of investments in safety systems for LLC «Technological Transport Management and Special Equipment,» which operates specialized vehicles. The study evaluates direct and indirect costs associated with accidents, downtime, and low employee qualifications, as well as the effectiveness of implementing digital technologies (IoT, artificial intelligence), training programs, and cybersecurity systems. Using Cost-Benefit Analysis and ROI calculations, the research demonstrates that initial safety investments break even within 1.5 years and generate a 64 million RUB profit over four years. The study emphasizes the importance of combining technological solutions, safety-oriented corporate culture, and public-private partnerships to reduce risks and enhance the competitiveness of the organization.

This article discusses the design and development of a color channel auto-weighting module for converting RGB images to grayscale. The relevance of this work stems from the fact that currently standard algorithms have nuances and use fixed formulas and coefficients, making it impossible to adapt the conversion to each specific image. This can result in blurred boundaries of the object of interest and the loss of significant details. The proposed approach is based on a statistical analysis of the region of interest and the background, allowing each R, G, and B channel to be assigned appropriate coefficients based on their contribution to separating the object from the background.