Інтеграція нейромереж у програми фотограмметричної обробки

Abstract

Abstract. The paper studies the modern technologies of photogrammetric processing of earth remote sensing materials. The use of neural networks and the key stages of their implementation in photogrammetric processing programs have been studied. Modern online platforms that use neural networks for photogrammetric processing are also reviewed, including Midjourney, Stable Diffusion XL, Let’s Enhance, DeepArt, Tokkingheads, Hotpot. In addition, the advantages of using neural networks in photogrammetric processing, which are the detection of specific objects in images, improvement of image quality, creation of 3D models, image classification and semantic segmentation of images, are highlighted.