Language-Driven Semantic Segmentation. Contribute to isl-org/lang-seg development by creating an account on GitHub.
Code和Demo在github.com/isl-org/lang. 动机 传统语义分割的限制:传统的语义分割方法通常依赖于大量的像素级标注数据,这些数据的获取既费时又昂贵。 利用自然语言的潜力:自然语言提供了一种丰富的、可访问的信息源,可以用来增强视觉理解,尤其是在标注受限的情况下。 桥接语言与视觉信息的差距:现有方法可能没有充分...
3D open-vocabulary semantic segmentation is a challenge in the task of 3D scene understanding, as most current models trained on closed-set datasets struggle to effectively identify categories that were not seen during training. To address this, we introduce a framework called LSWKD. It distills ...