Synthetic image data and annotation (bounding box, segmentation, keypoint, depth, normals)

Synthetic image data is generated on 3D game engines ready to use, fully annotated (bounding box, segmentation, keypoint, depth, normal) without any errors. Synthetic data - Solves cold start problems - Reduces development time and costs - Enables more experimentation - Covers edge cases - Removes privacy concerns - Improves existing dataset performance

搜集汇总

背景与挑战

背景概述

该数据集包含通过3D游戏引擎生成的合成图像数据，提供边界框、分割、关键点、深度和法线等多种无误差标注。合成数据能解决冷启动问题，降低开发时间和成本，覆盖边缘情况，并提升数据集的性能。