Synscapes 街道场景解析数据集

Synscapes 是一个使用逼真的渲染技术，采用端到端的现实主义方法创建的、用于街道场景解析的合成数据集。它展示了训练和验证以及新型分析的最新结果。数据集包括 25000 张独特街景图像，准确捕捉从太阳和天空的照明，到场景的几何和材料构成，再到相机系统的光学、传感器和处理。

Synscapes is a synthetic dataset for street scene parsing, developed via photorealistic rendering technologies and an end-to-end photorealistic approach. It demonstrates state-of-the-art outcomes for training, validation, and novel analytical research. The dataset contains 25,000 unique street scene images that accurately capture full-spectrum details, ranging from solar and sky illumination, the geometric and material composition of the scene, to the optics, sensors, and processing pipelines of the camera system.

搜集汇总

背景与挑战

背景概述

Synscapes是一个用于街道场景解析的合成数据集，通过逼真的渲染技术生成25000张独特街景图像，准确模拟了从照明到相机系统的各种细节。该数据集适用于图像识别任务，采用非商业许可证。